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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 168327  12.590%  (99.285% of non-spam corpus)
# Correctly spam:     958285  71.675%  (82.084% of spam corpus)
# False positives:      1212  0.091%  (0.715% of nonspam, 237643 weighted)
# False negatives:    209160  15.644%  (17.916% of spam, 593476 weighted)
# Average score for spam:  10.3    nonspam: 0.9
# Average for false-pos:   5.7  false-neg: 2.8
# TOTAL:              1336984  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21106  98.84%
# Correctly spam:     123248  84.57%
# False positives:       247  1.16%
# False negatives:     22494  15.43%
# TCR(l=50): 4.182700  SpamRecall: 84.566%  SpamPrec: 99.800%

##### 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: 160845  94.87%
# Correctly spam:     399201  34.19%
# False positives:      8694  5.13%
# False negatives:    768244  65.81%
# TCR(l=50): 0.970490  SpamRecall: 34.194%  SpamPrec: 97.869%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20231  94.75%
# Correctly spam:      49575  34.02%
# False positives:      1122  5.25%
# False negatives:     96167  65.98%
# TCR(l=50): 0.957148  SpamRecall: 34.016%  SpamPrec: 97.787%