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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 459621  30.545%  (99.870% of non-spam corpus)
# Correctly spam:     977562  64.965%  (93.589% of spam corpus)
# False positives:       600  0.040%  (0.130% of nonspam,  88937 weighted)
# False negatives:     66967  4.450%  (6.411% of spam, 136151 weighted)
# Average score for spam:  17.1    nonspam: -1.5
# Average for false-pos:   6.5  false-neg: 2.0
# TOTAL:              1504750  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  57276  99.83%
# Correctly spam:     122133  93.66%
# False positives:        97  0.17%
# False negatives:      8266  6.34%
# TCR(l=50): 9.941979  SpamRecall: 93.661%  SpamPrec: 99.921%

##### 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: 458257  99.57%
# Correctly spam:     754275  72.21%
# False positives:      1964  0.43%
# False negatives:    290254  27.79%
# TCR(l=50): 2.688939  SpamRecall: 72.212%  SpamPrec: 99.740%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  57140  99.59%
# Correctly spam:      94266  72.29%
# False positives:       233  0.41%
# False negatives:     36133  27.71%
# TCR(l=50): 2.728983  SpamRecall: 72.290%  SpamPrec: 99.753%