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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 712208  52.999%  (99.592% of non-spam corpus)
# Correctly spam:     460800  34.291%  (73.297% of spam corpus)
# False positives:      2918  0.217%  (0.408% of nonspam,  76414 weighted)
# False negatives:    167876  12.493%  (26.703% of spam, 408309 weighted)
# Average score for spam:  10.0    nonspam: 0.6
# Average for false-pos:   6.0  false-neg: 2.4
# TOTAL:              1343802  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  88873  99.61%
# Correctly spam:      57605  73.41%
# False positives:       352  0.39%
# False negatives:     20865  26.59%
# TCR(l=50): 2.040036  SpamRecall: 73.410%  SpamPrec: 99.393%

##### 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: 700084  97.90%
# Correctly spam:     216070  34.37%
# False positives:     15042  2.10%
# False negatives:    412606  65.63%
# TCR(l=50): 0.539772  SpamRecall: 34.369%  SpamPrec: 93.491%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  87315  97.86%
# Correctly spam:      27107  34.54%
# False positives:      1910  2.14%
# False negatives:     51363  65.46%
# TCR(l=50): 0.534307  SpamRecall: 34.544%  SpamPrec: 93.418%