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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 162718  15.460%  (94.639% of non-spam corpus)
# Correctly spam:     794309  75.467%  (90.202% of spam corpus)
# False positives:      9217  0.876%  (5.361% of nonspam, 1445889 weighted)
# False negatives:     86279  8.197%  (9.798% of spam, 228450 weighted)
# Average score for spam:  8.3    nonspam: 1.1
# Average for false-pos:   6.1  false-neg: 2.6
# TOTAL:              1052523  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20477  94.62%
# Correctly spam:      99147  90.20%
# False positives:      1164  5.38%
# False negatives:     10772  9.80%
# TCR(l=50): 1.593676  SpamRecall: 90.200%  SpamPrec: 98.840%

##### 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: 163838  95.29%
# Correctly spam:      90181  10.24%
# False positives:      8097  4.71%
# False negatives:    790407  89.76%
# TCR(l=50): 0.736735  SpamRecall: 10.241%  SpamPrec: 91.761%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20618  95.27%
# Correctly spam:      11216  10.20%
# False positives:      1023  4.73%
# False negatives:     98703  89.80%
# TCR(l=50): 0.733512  SpamRecall: 10.204%  SpamPrec: 91.641%