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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 152661  39.789%  (99.061% of non-spam corpus)
# Correctly spam:     141033  36.758%  (61.434% of spam corpus)
# False positives:      1447  0.377%  (0.939% of nonspam, 119887 weighted)
# False negatives:     88536  23.076%  (38.566% of spam, 202499 weighted)
# Average score for spam:  9.6    nonspam: -0.2
# Average for false-pos:   5.6  false-neg: 2.3
# TOTAL:              383677  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19199  99.04%
# Correctly spam:      17676  61.46%
# False positives:       186  0.96%
# False negatives:     11082  38.54%
# TCR(l=50): 1.410951  SpamRecall: 61.465%  SpamPrec: 98.959%

##### 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: 152921  99.23%
# Correctly spam:      84684  36.89%
# False positives:      1187  0.77%
# False negatives:    144885  63.11%
# TCR(l=50): 1.124043  SpamRecall: 36.888%  SpamPrec: 98.618%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19226  99.18%
# Correctly spam:      10545  36.67%
# False positives:       159  0.82%
# False negatives:     18213  63.33%
# TCR(l=50): 1.099186  SpamRecall: 36.668%  SpamPrec: 98.515%