Run
8866378

Run 8866378

Task 146178 (Supervised Classification) GAMETES_Heterogeneity_20atts_1600_Het_0.4_0.2_75_EDM-2_001 Uploaded 28-02-2018 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
0.6786
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6331
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2663
Cross-validation details (10-fold Crossvalidation)
KB relative information score
141.1234
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4646
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
1600
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6331
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6331
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.6331
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9292
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4775
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.955
Cross-validation details (10-fold Crossvalidation)