Run
21066

Run 21066

Task 2 (Supervised Classification) anneal Uploaded 18-06-2014 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)_I80
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
0.9902
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9567
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8931
Cross-validation details (10-fold Crossvalidation)
KB relative information score
769.5468
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0215
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1343
Cross-validation details (10-fold Crossvalidation)
Number of instances
898
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
0.9571
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9566
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.2149
Cross-validation details (10-fold Crossvalidation)
Recall
0.9566
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.16
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2582
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1009
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3906
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
943.9474[554.07898314586341013.919993711725481.49857166643204910.22218605324211760.0170946291457]