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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 162536  7.870%  (99.259% of non-spam corpus)
# Correctly spam:     1283710  62.154%  (67.506% of spam corpus)
# False positives:      1214  0.059%  (0.741% of nonspam, 901805 weighted)
# False negatives:    617915  29.918%  (32.494% of spam, 2116898 weighted)
# Average score for spam:  9.2    nonspam: -1.0
# Average for false-pos:   6.4  false-neg: 3.4
# TOTAL:              2065375  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20494  99.30%
# Correctly spam:     160298  67.46%
# False positives:       145  0.70%
# False negatives:     77308  32.54%
# TCR(l=50): 2.809977  SpamRecall: 67.464%  SpamPrec: 99.910%

##### 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: 163270  99.71%
# Correctly spam:     526995  27.71%
# False positives:       480  0.29%
# False negatives:    1374630  72.29%
# TCR(l=50): 1.359634  SpamRecall: 27.713%  SpamPrec: 99.909%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20574  99.69%
# Correctly spam:      65805  27.70%
# False positives:        65  0.31%
# False negatives:    171801  72.30%
# TCR(l=50): 1.357353  SpamRecall: 27.695%  SpamPrec: 99.901%