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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 216026  44.516%  (96.102% of non-spam corpus)
# Correctly spam:      69612  14.345%  (26.724% of spam corpus)
# False positives:      8763  1.806%  (3.898% of nonspam, 299125 weighted)
# False negatives:    190875  39.333%  (73.276% of spam, 488376 weighted)
# Average score for spam:  4.1    nonspam: 1.3
# Average for false-pos:   5.9  false-neg: 2.6
# TOTAL:              485276  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  26986  95.90%
# Correctly spam:       8662  26.61%
# False positives:      1155  4.10%
# False negatives:     23891  73.39%
# TCR(l=50): 0.398733  SpamRecall: 26.609%  SpamPrec: 88.235%

##### 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: 216130  96.15%
# Correctly spam:      58716  22.54%
# False positives:      8659  3.85%
# False negatives:    201771  77.46%
# TCR(l=50): 0.410396  SpamRecall: 22.541%  SpamPrec: 87.148%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  27034  96.07%
# Correctly spam:       7311  22.46%
# False positives:      1107  3.93%
# False negatives:     25242  77.54%
# TCR(l=50): 0.403923  SpamRecall: 22.459%  SpamPrec: 86.850%