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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 167423  43.089%  (97.031% of non-spam corpus)
# Correctly spam:     140878  36.257%  (65.220% of spam corpus)
# False positives:      5123  1.318%  (2.969% of nonspam, 194516 weighted)
# False negatives:     75127  19.335%  (34.780% of spam, 203323 weighted)
# Average score for spam:  9.3    nonspam: 1.2
# Average for false-pos:   6.1  false-neg: 2.7
# TOTAL:              388551  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21017  96.81%
# Correctly spam:      17660  65.25%
# False positives:       692  3.19%
# False negatives:      9404  34.75%
# TCR(l=50): 0.615035  SpamRecall: 65.253%  SpamPrec: 96.229%

##### 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: 167784  97.24%
# Correctly spam:      82528  38.21%
# False positives:      4762  2.76%
# False negatives:    133477  61.79%
# TCR(l=50): 0.581320  SpamRecall: 38.207%  SpamPrec: 94.545%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21087  97.13%
# Correctly spam:      10343  38.22%
# False positives:       622  2.87%
# False negatives:     16721  61.78%
# TCR(l=50): 0.565944  SpamRecall: 38.217%  SpamPrec: 94.327%