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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 156849  15.175%  (93.845% of non-spam corpus)
# Correctly spam:     582221  56.331%  (67.197% of spam corpus)
# False positives:     10287  0.995%  (6.155% of nonspam, 1403349 weighted)
# False negatives:    284219  27.499%  (32.803% of spam, 454072 weighted)
# Average score for spam:  6.2    nonspam: 0.8
# Average for false-pos:   5.3  false-neg: 1.6
# TOTAL:              1033576  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19706  93.63%
# Correctly spam:      72760  67.29%
# False positives:      1340  6.37%
# False negatives:     35371  32.71%
# TCR(l=50): 1.056266  SpamRecall: 67.289%  SpamPrec: 98.192%

##### 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: 165007  98.73%
# Correctly spam:     253057  29.21%
# False positives:      2129  1.27%
# False negatives:    613383  70.79%
# TCR(l=50): 1.203668  SpamRecall: 29.207%  SpamPrec: 99.166%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20767  98.67%
# Correctly spam:      31628  29.25%
# False positives:       279  1.33%
# False negatives:     76503  70.75%
# TCR(l=50): 1.195439  SpamRecall: 29.250%  SpamPrec: 99.126%