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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 166443  16.979%  (96.146% of non-spam corpus)
# Correctly spam:     729963  74.465%  (90.436% of spam corpus)
# False positives:      6671  0.681%  (3.854% of nonspam, 975405 weighted)
# False negatives:     77196  7.875%  (9.564% of spam, 248459 weighted)
# Average score for spam:  11.5    nonspam: 0.9
# Average for false-pos:   6.3  false-neg: 3.2
# TOTAL:              980273  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20928  96.18%
# Correctly spam:      91105  90.56%
# False positives:       831  3.82%
# False negatives:      9499  9.44%
# TCR(l=50): 1.970734  SpamRecall: 90.558%  SpamPrec: 99.096%

##### 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: 167234  96.60%
# Correctly spam:      84253  10.44%
# False positives:      5880  3.40%
# False negatives:    722906  89.56%
# TCR(l=50): 0.793740  SpamRecall: 10.438%  SpamPrec: 93.476%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21042  96.70%
# Correctly spam:      10618  10.55%
# False positives:       717  3.30%
# False negatives:     89986  89.45%
# TCR(l=50): 0.799485  SpamRecall: 10.554%  SpamPrec: 93.674%