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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 149761  17.302%  (96.012% of non-spam corpus)
# Correctly spam:     353659  40.858%  (49.840% of spam corpus)
# False positives:      6221  0.719%  (3.988% of nonspam, 886315 weighted)
# False negatives:    355931  41.121%  (50.160% of spam, 405558 weighted)
# Average score for spam:  10.7    nonspam: 1.0
# Average for false-pos:   6.3  false-neg: 1.1
# TOTAL:              865572  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18795  95.83%
# Correctly spam:      44242  49.97%
# False positives:       817  4.17%
# False negatives:     44292  50.03%
# TCR(l=50): 1.039839  SpamRecall: 49.972%  SpamPrec: 98.187%

##### 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: 150497  96.48%
# Correctly spam:     161299  22.73%
# False positives:      5485  3.52%
# False negatives:    548291  77.27%
# TCR(l=50): 0.862680  SpamRecall: 22.731%  SpamPrec: 96.711%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18912  96.43%
# Correctly spam:      20056  22.65%
# False positives:       700  3.57%
# False negatives:     68478  77.35%
# TCR(l=50): 0.855583  SpamRecall: 22.653%  SpamPrec: 96.627%