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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 156469  69.687%  (99.664% of non-spam corpus)
# Correctly spam:      51055  22.738%  (75.598% of spam corpus)
# False positives:       528  0.235%  (0.336% of nonspam,  20549 weighted)
# False negatives:     16480  7.340%  (24.402% of spam,  38853 weighted)
# Average score for spam:  10.1    nonspam: -0.5
# Average for false-pos:   9.0  false-neg: 2.4
# TOTAL:              224532  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19670  99.61%
# Correctly spam:       6425  75.41%
# False positives:        77  0.39%
# False negatives:      2095  24.59%
# TCR(l=50): 1.433137  SpamRecall: 75.411%  SpamPrec: 98.816%

##### 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: 156695  99.81%
# Correctly spam:      23592  34.93%
# False positives:       302  0.19%
# False negatives:     43943  65.07%
# TCR(l=50): 1.143827  SpamRecall: 34.933%  SpamPrec: 98.736%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19708  99.80%
# Correctly spam:       3045  35.74%
# False positives:        39  0.20%
# False negatives:      5475  64.26%
# TCR(l=50): 1.147475  SpamRecall: 35.739%  SpamPrec: 98.735%