Run
17290

Run 17290

Task 38 (Supervised Classification) ecoli Uploaded 08-06-2014 by Joaquin Vanschoren
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Flow

weka.Bagging_LMT(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_LMT(1)_I160
weka.Bagging_LMT(1)_P100
weka.Bagging_LMT(1)_S1
weka.Bagging_LMT(1)_Wweka.classifiers.trees.LMT
weka.Bagging_LMT(1)_num-slots1
weka.LMT(1)_I-1
weka.LMT(1)_M15
weka.LMT(1)_W0.0

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

19 Evaluation measures

Area under ROC curve
0.9667
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8786
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8394
Cross-validation details (10-fold Crossvalidation)
KB relative information score
252.063
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.052
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1828
Cross-validation details (10-fold Crossvalidation)
Number of instances
336
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8743
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8839
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.2353
Cross-validation details (10-fold Crossvalidation)
Recall
0.8839
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2845
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3016
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.162
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.537
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
918.5335[522.2277126689745997.3887608680599461.03126911064606894.07915072242371717.9407057950139]