Run
21403

Run 21403

Task 2072 (Supervised Classification) covertype Uploaded 19-06-2014 by Joaquin Vanschoren
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Flow

weka.Bagging_DecisionStump(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_DecisionStump(1)_I10
weka.Bagging_DecisionStump(1)_P100
weka.Bagging_DecisionStump(1)_S1
weka.Bagging_DecisionStump(1)_Wweka.classifiers.trees.DecisionStump
weka.Bagging_DecisionStump(1)_num-slots1

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
0.5943
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.2986
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
17903.6667
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1733
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1853
Cross-validation details (10-fold Crossvalidation)
Number of instances
110393
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
0.2192
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4682
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.8698
Cross-validation details (10-fold Crossvalidation)
Recall
0.4682
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9352
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3044
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2943
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.967
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
946.6314[569.08339557480821015.2555353338006479.77736813077775909.59057174132591759.4502550697425]