Run
8888557

Run 8888557

Task 145883 (Supervised Classification) robot-failures-lp1 Uploaded 26-03-2018 by William Raynaut
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Flow

weka.kf.HoeffdingTree(1)A Weka KnowledgeFlow using HoeffdingTree.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
0.9647
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9544
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9366
Cross-validation details (10-fold Crossvalidation)
KB relative information score
82.2598
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0228
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
0.9573
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9545
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.9347
Cross-validation details (10-fold Crossvalidation)
Recall
0.9545
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0628
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4253
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1508
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3545
Cross-validation details (10-fold Crossvalidation)