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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 514429  62.124%  (99.512% of non-spam corpus)
# Correctly spam:     250803  30.288%  (80.612% of spam corpus)
# False positives:      2521  0.304%  (0.488% of nonspam, 116119 weighted)
# False negatives:     60320  7.284%  (19.388% of spam, 113040 weighted)
# Average score for spam:  12.4    nonspam: -1.0
# Average for false-pos:   7.7  false-neg: 1.9
# TOTAL:              828073  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  64145  99.39%
# Correctly spam:      31322  80.69%
# False positives:       393  0.61%
# False negatives:      7497  19.31%
# TCR(l=50): 1.429955  SpamRecall: 80.687%  SpamPrec: 98.761%

##### 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: 515055  99.63%
# Correctly spam:     162370  52.19%
# False positives:      1895  0.37%
# False negatives:    148753  47.81%
# TCR(l=50): 1.277697  SpamRecall: 52.188%  SpamPrec: 98.846%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  64272  99.59%
# Correctly spam:      20179  51.98%
# False positives:       266  0.41%
# False negatives:     18640  48.02%
# TCR(l=50): 1.215373  SpamRecall: 51.982%  SpamPrec: 98.699%
