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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 173959  27.360%  (94.640% of non-spam corpus)
# Correctly spam:     313837  49.359%  (69.431% of spam corpus)
# False positives:      9852  1.549%  (5.360% of nonspam, 743430 weighted)
# False negatives:    138176  21.732%  (30.569% of spam, 337223 weighted)
# Average score for spam:  7.6    nonspam: 1.1
# Average for false-pos:   6.1  false-neg: 2.4
# TOTAL:              635824  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21835  94.59%
# Correctly spam:      39035  69.26%
# False positives:      1249  5.41%
# False negatives:     17322  30.74%
# TCR(l=50): 0.706476  SpamRecall: 69.264%  SpamPrec: 96.900%

##### 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: 174620  95.00%
# Correctly spam:      79793  17.65%
# False positives:      9191  5.00%
# False negatives:    372220  82.35%
# TCR(l=50): 0.543435  SpamRecall: 17.653%  SpamPrec: 89.671%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21955  95.11%
# Correctly spam:       9924  17.61%
# False positives:      1129  4.89%
# False negatives:     46433  82.39%
# TCR(l=50): 0.547778  SpamRecall: 17.609%  SpamPrec: 89.786%