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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 149373  17.914%  (99.237% of non-spam corpus)
# Correctly spam:     544315  65.279%  (79.658% of spam corpus)
# False positives:      1149  0.138%  (0.763% of nonspam, 324874 weighted)
# False negatives:    138996  16.670%  (20.342% of spam, 252224 weighted)
# Average score for spam:  15.0    nonspam: -0.6
# Average for false-pos:   6.2  false-neg: 1.8
# TOTAL:              833833  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18764  99.18%
# Correctly spam:      67893  79.65%
# False positives:       155  0.82%
# False negatives:     17342  20.35%
# TCR(l=50): 3.396899  SpamRecall: 79.654%  SpamPrec: 99.772%

##### 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: 150081  99.71%
# Correctly spam:     458115  67.04%
# False positives:       441  0.29%
# False negatives:    225196  32.96%
# TCR(l=50): 2.763689  SpamRecall: 67.043%  SpamPrec: 99.904%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18855  99.66%
# Correctly spam:      56926  66.79%
# False positives:        64  0.34%
# False negatives:     28309  33.21%
# TCR(l=50): 2.705100  SpamRecall: 66.787%  SpamPrec: 99.888%