Run
18289

Run 18289

Task 2 (Supervised Classification) anneal Uploaded 10-06-2014 by Joaquin Vanschoren
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Flow

weka.Bagging_LWL_DecisionStump(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_LWL_DecisionStump(1)_I80
weka.Bagging_LWL_DecisionStump(1)_P100
weka.Bagging_LWL_DecisionStump(1)_S1
weka.Bagging_LWL_DecisionStump(1)_Wweka.classifiers.lazy.LWL
weka.Bagging_LWL_DecisionStump(1)_num-slots1
weka.LWL_DecisionStump(1)_Atrue
weka.LWL_DecisionStump(1)_K-1
weka.LWL_DecisionStump(1)_U0
weka.LWL_DecisionStump(1)_Wweka.classifiers.trees.DecisionStump

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
0.9671
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9105
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7985
Cross-validation details (10-fold Crossvalidation)
KB relative information score
564.7302
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0598
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
0.9196
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9243
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.2149
Cross-validation details (10-fold Crossvalidation)
Recall
0.9243
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4451
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2582
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1571
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6085
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
935.9223[560.4886395932788988.4355182753967473.6399836662232910.53839766977511746.5089819330503]