Run
8863724

Run 8863724

Task 9934 (Supervised Classification) robot-failures-lp1 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
0.964
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8274
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7658
Cross-validation details (10-fold Crossvalidation)
KB relative information score
58.9889
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1578
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3623
Cross-validation details (10-fold Crossvalidation)
Number of instances
88
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8301
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8295
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.9347
Cross-validation details (10-fold Crossvalidation)
Recall
0.8295
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4357
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4253
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.252
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5925
Cross-validation details (10-fold Crossvalidation)