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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 162981  48.770%  (99.664% of non-spam corpus)
# Correctly spam:     149640  44.778%  (87.688% of spam corpus)
# False positives:       549  0.164%  (0.336% of nonspam,  35116 weighted)
# False negatives:     21011  6.287%  (12.312% of spam,  54447 weighted)
# Average score for spam:  13.9    nonspam: -1.0
# Average for false-pos:   6.1  false-neg: 2.6
# TOTAL:              334181  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20538  99.64%
# Correctly spam:      18937  88.12%
# False positives:        74  0.36%
# False negatives:      2553  11.88%
# TCR(l=50): 3.436750  SpamRecall: 88.120%  SpamPrec: 99.611%

##### 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: 162933  99.63%
# Correctly spam:     102534  60.08%
# False positives:       597  0.37%
# False negatives:     68117  39.92%
# TCR(l=50): 1.741923  SpamRecall: 60.084%  SpamPrec: 99.421%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20535  99.63%
# Correctly spam:      12965  60.33%
# False positives:        77  0.37%
# False negatives:      8525  39.67%
# TCR(l=50): 1.736566  SpamRecall: 60.330%  SpamPrec: 99.410%