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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 169882  19.856%  (97.296% of non-spam corpus)
# Correctly spam:     436708  51.043%  (64.131% of spam corpus)
# False positives:      4721  0.552%  (2.704% of nonspam, 549518 weighted)
# False negatives:    244254  28.549%  (35.869% of spam, 810658 weighted)
# Average score for spam:  7.6    nonspam: 0.9
# Average for false-pos:   6.0  false-neg: 3.3
# TOTAL:              855565  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21289  97.08%
# Correctly spam:      54340  63.97%
# False positives:       641  2.92%
# False negatives:     30602  36.03%
# TCR(l=50): 1.355775  SpamRecall: 63.973%  SpamPrec: 98.834%

##### 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: 169765  97.23%
# Correctly spam:     140021  20.56%
# False positives:      4838  2.77%
# False negatives:    540941  79.44%
# TCR(l=50): 0.869860  SpamRecall: 20.562%  SpamPrec: 96.660%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21282  97.05%
# Correctly spam:      17367  20.45%
# False positives:       648  2.95%
# False negatives:     67575  79.55%
# TCR(l=50): 0.849632  SpamRecall: 20.446%  SpamPrec: 96.403%