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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 185745  55.200%  (99.613% of non-spam corpus)
# Correctly spam:     116857  34.728%  (77.891% of spam corpus)
# False positives:       721  0.214%  (0.387% of nonspam,  33978 weighted)
# False negatives:     33170  9.858%  (22.109% of spam,  80892 weighted)
# Average score for spam:  10.6    nonspam: -0.1
# Average for false-pos:   5.9  false-neg: 2.4
# TOTAL:              336493  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  23306  99.58%
# Correctly spam:      14782  78.47%
# False positives:        99  0.42%
# False negatives:      4055  21.53%
# TCR(l=50): 2.091838  SpamRecall: 78.473%  SpamPrec: 99.335%

##### 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: 186073  99.79%
# Correctly spam:      86250  57.49%
# False positives:       393  0.21%
# False negatives:     63777  42.51%
# TCR(l=50): 1.798303  SpamRecall: 57.490%  SpamPrec: 99.546%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  23350  99.77%
# Correctly spam:      10846  57.58%
# False positives:        55  0.23%
# False negatives:      7991  42.42%
# TCR(l=50): 1.753747  SpamRecall: 57.578%  SpamPrec: 99.495%