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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 160608  16.346%  (99.004% of non-spam corpus)
# Correctly spam:     278870  28.383%  (33.996% of spam corpus)
# False positives:      1615  0.164%  (0.996% of nonspam, 464186 weighted)
# False negatives:    541439  55.107%  (66.004% of spam, 1457299 weighted)
# Average score for spam:  5.1    nonspam: 0.5
# Average for false-pos:   5.7  false-neg: 2.7
# TOTAL:              982532  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20235  98.95%
# Correctly spam:      34941  34.16%
# False positives:       215  1.05%
# False negatives:     67357  65.84%
# TCR(l=50): 1.309716  SpamRecall: 34.156%  SpamPrec: 99.388%

##### 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: 161939  99.82%
# Correctly spam:      45444  5.54%
# False positives:       284  0.18%
# False negatives:    774865  94.46%
# TCR(l=50): 1.039596  SpamRecall: 5.540%  SpamPrec: 99.379%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20410  99.80%
# Correctly spam:       5671  5.54%
# False positives:        40  0.20%
# False negatives:     96627  94.46%
# TCR(l=50): 1.037221  SpamRecall: 5.544%  SpamPrec: 99.300%