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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 126643  34.269%  (96.840% of non-spam corpus)
# Correctly spam:     171359  46.369%  (71.765% of spam corpus)
# False positives:      4132  1.118%  (3.160% of nonspam, 231930 weighted)
# False negatives:     67418  18.243%  (28.235% of spam, 159928 weighted)
# Average score for spam:  9.7    nonspam: 1.2
# Average for false-pos:   6.1  false-neg: 2.4
# TOTAL:              369552  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  15884  96.77%
# Correctly spam:      21534  72.08%
# False positives:       530  3.23%
# False negatives:      8342  27.92%
# TCR(l=50): 0.857471  SpamRecall: 72.078%  SpamPrec: 97.598%

##### 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: 127030  97.14%
# Correctly spam:      62153  26.03%
# False positives:      3745  2.86%
# False negatives:    176624  73.97%
# TCR(l=50): 0.656208  SpamRecall: 26.030%  SpamPrec: 94.317%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  15939  97.11%
# Correctly spam:       7837  26.23%
# False positives:       475  2.89%
# False negatives:     22039  73.77%
# TCR(l=50): 0.652471  SpamRecall: 26.232%  SpamPrec: 94.285%