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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 297116  77.006%  (99.212% of non-spam corpus)
# Correctly spam:      58413  15.139%  (67.640% of spam corpus)
# False positives:      2361  0.612%  (0.788% of nonspam,  69881 weighted)
# False negatives:     27946  7.243%  (32.360% of spam,  50115 weighted)
# Average score for spam:  11.0    nonspam: -0.1
# Average for false-pos:   10.3  false-neg: 1.8
# TOTAL:              385836  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  37078  99.17%
# Correctly spam:       7347  67.43%
# False positives:       309  0.83%
# False negatives:      3548  32.57%
# TCR(l=50): 0.573481  SpamRecall: 67.435%  SpamPrec: 95.964%

##### 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: 297110  99.21%
# Correctly spam:      44765  51.84%
# False positives:      2367  0.79%
# False negatives:     41594  48.16%
# TCR(l=50): 0.539933  SpamRecall: 51.836%  SpamPrec: 94.978%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  37079  99.18%
# Correctly spam:       5648  51.84%
# False positives:       308  0.82%
# False negatives:      5247  48.16%
# TCR(l=50): 0.527680  SpamRecall: 51.840%  SpamPrec: 94.829%
