Run
8866516

Run 8866516

Task 146205 (Supervised Classification) led7 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
0.9415
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.724
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6953
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2240.6413
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0742
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1799
Cross-validation details (10-fold Crossvalidation)
Number of instances
3200
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7274
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7259
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.319
Cross-validation details (10-fold Crossvalidation)
Recall
0.7259
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4125
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2999
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1969
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6566
Cross-validation details (10-fold Crossvalidation)