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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 125258  21.179%  (97.289% of non-spam corpus)
# Correctly spam:     360157  60.898%  (77.844% of spam corpus)
# False positives:      3490  0.590%  (2.711% of nonspam, 384355 weighted)
# False negatives:    102507  17.333%  (22.156% of spam, 297375 weighted)
# Average score for spam:  8.7    nonspam: 1.1
# Average for false-pos:   6.1  false-neg: 2.9
# TOTAL:              591412  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  15733  97.29%
# Correctly spam:      44841  77.73%
# False positives:       439  2.71%
# False negatives:     12849  22.27%
# TCR(l=50): 1.657806  SpamRecall: 77.728%  SpamPrec: 99.030%

##### 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: 125406  97.40%
# Correctly spam:     122144  26.40%
# False positives:      3342  2.60%
# False negatives:    340520  73.60%
# TCR(l=50): 0.911438  SpamRecall: 26.400%  SpamPrec: 97.337%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  15773  97.53%
# Correctly spam:      15089  26.16%
# False positives:       399  2.47%
# False negatives:     42601  73.84%
# TCR(l=50): 0.922287  SpamRecall: 26.155%  SpamPrec: 97.424%