Run
8866222

Run 8866222

Task 146065 (Supervised Classification) monks-problems-2 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
0.809
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6858
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.313
Cross-validation details (10-fold Crossvalidation)
KB relative information score
134.0356
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3412
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4507
Cross-validation details (10-fold Crossvalidation)
Number of instances
601
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6914
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6822
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9279
Cross-validation details (10-fold Crossvalidation)
Recall
0.6822
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7571
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4746
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4206
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8862
Cross-validation details (10-fold Crossvalidation)