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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 133472  18.516%  (99.400% of non-spam corpus)
# Correctly spam:     128078  17.768%  (21.835% of spam corpus)
# False positives:       806  0.112%  (0.600% of nonspam, 223204 weighted)
# False negatives:    458493  63.605%  (78.165% of spam, 1187458 weighted)
# Average score for spam:  4.9    nonspam: -0.9
# Average for false-pos:   6.3  false-neg: 2.6
# TOTAL:              720849  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16721  99.40%
# Correctly spam:      15866  21.68%
# False positives:       101  0.60%
# False negatives:     57322  78.32%
# TCR(l=50): 1.173411  SpamRecall: 21.678%  SpamPrec: 99.367%

##### 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: 133587  99.49%
# Correctly spam:      97750  16.66%
# False positives:       691  0.51%
# False negatives:    488821  83.34%
# TCR(l=50): 1.120756  SpamRecall: 16.665%  SpamPrec: 99.298%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16747  99.55%
# Correctly spam:      12120  16.56%
# False positives:        75  0.45%
# False negatives:     61068  83.44%
# TCR(l=50): 1.129131  SpamRecall: 16.560%  SpamPrec: 99.385%