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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 163831  11.850%  (94.573% of non-spam corpus)
# Correctly spam:     1123375  81.255%  (92.895% of spam corpus)
# False positives:      9401  0.680%  (5.427% of nonspam, 2009622 weighted)
# False negatives:     85915  6.214%  (7.105% of spam, 222835 weighted)
# Average score for spam:  10.0    nonspam: 1.1
# Average for false-pos:   6.1  false-neg: 2.6
# TOTAL:              1382522  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20642  94.81%
# Correctly spam:     140916  93.28%
# False positives:      1129  5.19%
# False negatives:     10144  6.72%
# TCR(l=50): 2.268373  SpamRecall: 93.285%  SpamPrec: 99.205%

##### 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: 164960  95.22%
# Correctly spam:      89514  7.40%
# False positives:      8272  4.78%
# False negatives:    1119776  92.60%
# TCR(l=50): 0.788645  SpamRecall: 7.402%  SpamPrec: 91.541%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20764  95.37%
# Correctly spam:      11291  7.47%
# False positives:      1007  4.63%
# False negatives:    139769  92.53%
# TCR(l=50): 0.794555  SpamRecall: 7.475%  SpamPrec: 91.812%