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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 149392  38.746%  (99.595% of non-spam corpus)
# Correctly spam:      66558  17.263%  (28.255% of spam corpus)
# False positives:       608  0.158%  (0.405% of nonspam,  29608 weighted)
# False negatives:    169006  43.833%  (71.745% of spam, 262804 weighted)
# Average score for spam:  3.8    nonspam: 0.7
# Average for false-pos:   6.2  false-neg: 1.6
# TOTAL:              385564  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18739  99.50%
# Correctly spam:       8321  28.21%
# False positives:        94  0.50%
# False negatives:     21172  71.79%
# TCR(l=50): 1.139958  SpamRecall: 28.213%  SpamPrec: 98.883%

##### 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: 148078  98.72%
# Correctly spam:      24185  10.27%
# False positives:      1922  1.28%
# False negatives:    211379  89.73%
# TCR(l=50): 0.766114  SpamRecall: 10.267%  SpamPrec: 92.638%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18610  98.82%
# Correctly spam:       2985  10.12%
# False positives:       223  1.18%
# False negatives:     26508  89.88%
# TCR(l=50): 0.783180  SpamRecall: 10.121%  SpamPrec: 93.049%