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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 173461  37.776%  (99.512% of non-spam corpus)
# Correctly spam:     236675  51.543%  (83.082% of spam corpus)
# False positives:       850  0.185%  (0.488% of nonspam,  85416 weighted)
# False negatives:     48195  10.496%  (16.918% of spam, 109210 weighted)
# Average score for spam:  12.1    nonspam: -0.2
# Average for false-pos:   6.1  false-neg: 2.3
# TOTAL:              459181  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21793  99.50%
# Correctly spam:      29605  83.09%
# False positives:       110  0.50%
# False negatives:      6025  16.91%
# TCR(l=50): 3.091540  SpamRecall: 83.090%  SpamPrec: 99.630%

##### 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: 173880  99.75%
# Correctly spam:     137787  48.37%
# False positives:       431  0.25%
# False negatives:    147083  51.63%
# TCR(l=50): 1.689290  SpamRecall: 48.368%  SpamPrec: 99.688%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21847  99.74%
# Correctly spam:      17026  47.79%
# False positives:        56  0.26%
# False negatives:     18604  52.21%
# TCR(l=50): 1.664642  SpamRecall: 47.786%  SpamPrec: 99.672%