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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 516675  48.281%  (99.629% of non-spam corpus)
# Correctly spam:     430928  40.269%  (78.132% of spam corpus)
# False positives:      1925  0.180%  (0.371% of nonspam,  59722 weighted)
# False negatives:    120608  11.270%  (21.868% of spam, 268132 weighted)
# Average score for spam:  10.9    nonspam: 0.6
# Average for false-pos:   5.8  false-neg: 2.2
# TOTAL:              1070136  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  64484  99.61%
# Correctly spam:      53676  77.89%
# False positives:       255  0.39%
# False negatives:     15239  22.11%
# TCR(l=50): 2.462217  SpamRecall: 77.887%  SpamPrec: 99.527%

##### 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: 502934  96.98%
# Correctly spam:     248005  44.97%
# False positives:     15666  3.02%
# False negatives:    303531  55.03%
# TCR(l=50): 0.507472  SpamRecall: 44.966%  SpamPrec: 94.059%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  62771  96.96%
# Correctly spam:      30943  44.90%
# False positives:      1968  3.04%
# False negatives:     37972  55.10%
# TCR(l=50): 0.505346  SpamRecall: 44.900%  SpamPrec: 94.020%