Run
23253

Run 23253

Task 2 (Supervised Classification) anneal Uploaded 24-06-2014 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)_I40
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
0.9647
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9065
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7887
Cross-validation details (10-fold Crossvalidation)
KB relative information score
562.932
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0602
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
0.9164
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9198
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.2149
Cross-validation details (10-fold Crossvalidation)
Recall
0.9198
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4483
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
0.6084
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
942.0552[559.94883937717861008.3490290617938477.0066008765347911.17140496421141753.799996626104]