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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 529106  47.926%  (99.562% of non-spam corpus)
# Correctly spam:     444393  40.253%  (77.614% of spam corpus)
# False positives:      2330  0.211%  (0.438% of nonspam,  73553 weighted)
# False negatives:    128176  11.610%  (22.386% of spam, 298860 weighted)
# Average score for spam:  12.1    nonspam: 0.6
# Average for false-pos:   5.9  false-neg: 2.3
# TOTAL:              1104005  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  65959  99.35%
# Correctly spam:      55568  77.76%
# False positives:       430  0.65%
# False negatives:     15889  22.24%
# TCR(l=50): 1.911177  SpamRecall: 77.764%  SpamPrec: 99.232%

##### 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: 519806  97.81%
# Correctly spam:     251588  43.94%
# False positives:     11630  2.19%
# False negatives:    320981  56.06%
# TCR(l=50): 0.634439  SpamRecall: 43.940%  SpamPrec: 95.582%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  64934  97.81%
# Correctly spam:      31328  43.84%
# False positives:      1455  2.19%
# False negatives:     40129  56.16%
# TCR(l=50): 0.633041  SpamRecall: 43.842%  SpamPrec: 95.562%