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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 162536  7.871%  (99.259% of non-spam corpus)
# Correctly spam:     1283357  62.145%  (67.497% of spam corpus)
# False positives:      1214  0.059%  (0.741% of nonspam, 901957 weighted)
# False negatives:    617994  29.926%  (32.503% of spam, 2117038 weighted)
# Average score for spam:  9.2    nonspam: -1.0
# Average for false-pos:   6.4  false-neg: 3.4
# TOTAL:              2065101  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:     160541  67.57%
# False positives:       145  0.70%
# False negatives:     77040  32.43%
# TCR(l=50): 2.818614  SpamRecall: 67.573%  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:     526691  27.70%
# False positives:       480  0.29%
# False negatives:    1374660  72.30%
# TCR(l=50): 1.359409  SpamRecall: 27.701%  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:      65670  27.64%
# False positives:        65  0.31%
# False negatives:    171911  72.36%
# TCR(l=50): 1.356358  SpamRecall: 27.641%  SpamPrec: 99.901%