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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 227949  37.001%  (99.467% of non-spam corpus)
# Correctly spam:     338537  54.951%  (87.501% of spam corpus)
# False positives:      1222  0.198%  (0.533% of nonspam, 139466 weighted)
# False negatives:     48360  7.850%  (12.499% of spam,  91101 weighted)
# Average score for spam:  16.9    nonspam: -0.6
# Average for false-pos:   6.8  false-neg: 1.9
# TOTAL:              616068  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  28526  99.35%
# Correctly spam:      42101  87.37%
# False positives:       188  0.65%
# False negatives:      6085  12.63%
# TCR(l=50): 3.111786  SpamRecall: 87.372%  SpamPrec: 99.555%

##### 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: 228271  99.61%
# Correctly spam:     263931  68.22%
# False positives:       900  0.39%
# False negatives:    122966  31.78%
# TCR(l=50): 2.303425  SpamRecall: 68.217%  SpamPrec: 99.660%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  28601  99.61%
# Correctly spam:      32961  68.40%
# False positives:       113  0.39%
# False negatives:     15225  31.60%
# TCR(l=50): 2.308311  SpamRecall: 68.404%  SpamPrec: 99.658%