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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 200427  24.824%  (99.387% of non-spam corpus)
# Correctly spam:     506069  62.680%  (83.548% of spam corpus)
# False positives:      1237  0.153%  (0.613% of nonspam, 110380 weighted)
# False negatives:     99654  12.343%  (16.452% of spam, 264196 weighted)
# Average score for spam:  15.6    nonspam: 0.7
# Average for false-pos:   5.9  false-neg: 2.7
# TOTAL:              807387  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  25045  99.33%
# Correctly spam:      63370  83.75%
# False positives:       170  0.67%
# False negatives:     12295  16.25%
# TCR(l=50): 3.638615  SpamRecall: 83.751%  SpamPrec: 99.732%

##### 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: 192071  95.24%
# Correctly spam:     439233  72.51%
# False positives:      9593  4.76%
# False negatives:    166490  27.49%
# TCR(l=50): 0.937449  SpamRecall: 72.514%  SpamPrec: 97.863%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  23969  95.06%
# Correctly spam:      54967  72.65%
# False positives:      1246  4.94%
# False negatives:     20698  27.35%
# TCR(l=50): 0.911648  SpamRecall: 72.645%  SpamPrec: 97.783%