Run
8858810

Run 8858810

Task 40 (Supervised Classification) glass 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
0.9407
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7814
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7098
Cross-validation details (10-fold Crossvalidation)
KB relative information score
136.2987
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0994
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2116
Cross-validation details (10-fold Crossvalidation)
Number of instances
214
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7855
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7897
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.2315
Cross-validation details (10-fold Crossvalidation)
Recall
0.7897
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4697
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3244
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2106
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6492
Cross-validation details (10-fold Crossvalidation)