Run
8859051

Run 8859051

Task 58 (Supervised Classification) waveform-5000 Uploaded 27-02-2018 by William Raynaut
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Flow

weka.kf.RandomForest(1)A Weka KnowledgeFlow using RandomForest.kf

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.

17 Evaluation measures

Area under ROC curve
0.9669
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8511
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7775
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3300.1214
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1894
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4444
Cross-validation details (10-fold Crossvalidation)
Number of instances
5000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8524
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8516
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5849
Cross-validation details (10-fold Crossvalidation)
Recall
0.8516
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4263
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4714
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2759
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5853
Cross-validation details (10-fold Crossvalidation)