##### WITH NEW RULES AND SCORES #####

# SUMMARY for threshold 5.0:
# Correctly non-spam: 244035  16.125%  (99.160% of non-spam corpus)
# Correctly spam:     1057708  69.891%  (83.464% of spam corpus)
# False positives:      2068  0.137%  (0.840% of nonspam, 666970 weighted)
# False negatives:    209550  13.847%  (16.536% of spam, 520178 weighted)
# Average score for spam:  10.5    nonspam: -0.4
# Average for false-pos:   6.3  false-neg: 2.5
# TOTAL:              1513361  100.00%

Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  30451  99.10%
# Correctly spam:     131915  83.30%
# False positives:       278  0.90%
# False negatives:     26453  16.70%
# TCR(l=50): 3.924566  SpamRecall: 83.296%  SpamPrec: 99.790%

##### WITHOUT NEW RULES AND SCORES #####
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam: 245513  99.76%
# Correctly spam:     729991  57.60%
# False positives:       590  0.24%
# False negatives:    537267  42.40%
# TCR(l=50): 2.235942  SpamRecall: 57.604%  SpamPrec: 99.919%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  30641  99.71%
# Correctly spam:      90870  57.38%
# False positives:        88  0.29%
# False negatives:     67498  42.62%
# TCR(l=50): 2.202676  SpamRecall: 57.379%  SpamPrec: 99.903%