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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 136682  41.645%  (99.517% of non-spam corpus)
# Correctly spam:     117984  35.948%  (61.817% of spam corpus)
# False positives:       663  0.202%  (0.483% of nonspam,  53359 weighted)
# False negatives:     72876  22.204%  (38.183% of spam, 181615 weighted)
# Average score for spam:  9.7    nonspam: -0.1
# Average for false-pos:   5.8  false-neg: 2.5
# TOTAL:              328205  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  17136  99.60%
# Correctly spam:      14807  61.84%
# False positives:        68  0.40%
# False negatives:      9137  38.16%
# TCR(l=50): 1.909867  SpamRecall: 61.840%  SpamPrec: 99.543%

##### 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: 137006  99.75%
# Correctly spam:      83359  43.68%
# False positives:       339  0.25%
# False negatives:    107501  56.32%
# TCR(l=50): 1.533616  SpamRecall: 43.675%  SpamPrec: 99.595%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  17161  99.75%
# Correctly spam:      10416  43.50%
# False positives:        43  0.25%
# False negatives:     13528  56.50%
# TCR(l=50): 1.527236  SpamRecall: 43.502%  SpamPrec: 99.589%