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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 150571  37.559%  (99.563% of non-spam corpus)
# Correctly spam:     145631  36.327%  (58.333% of spam corpus)
# False positives:       661  0.165%  (0.437% of nonspam,  74619 weighted)
# False negatives:    104025  25.949%  (41.667% of spam, 288916 weighted)
# Average score for spam:  8.6    nonspam: -0.2
# Average for false-pos:   6.8  false-neg: 2.8
# TOTAL:              400888  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18906  99.52%
# Correctly spam:      18281  58.71%
# False positives:        92  0.48%
# False negatives:     12858  41.29%
# TCR(l=50): 1.783652  SpamRecall: 58.708%  SpamPrec: 99.499%

##### 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: 150781  99.70%
# Correctly spam:      86031  34.46%
# False positives:       451  0.30%
# False negatives:    163625  65.54%
# TCR(l=50): 1.340975  SpamRecall: 34.460%  SpamPrec: 99.479%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18941  99.70%
# Correctly spam:      10824  34.76%
# False positives:        57  0.30%
# False negatives:     20315  65.24%
# TCR(l=50): 1.344226  SpamRecall: 34.760%  SpamPrec: 99.476%