Run
8861575

Run 8861575

Task 3742 (Supervised Classification) fri_c4_100_10 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
0.9139
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8397
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6781
Cross-validation details (10-fold Crossvalidation)
KB relative information score
45.9559
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2889
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4982
Cross-validation details (10-fold Crossvalidation)
Number of instances
100
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8402
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.84
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9975
Cross-validation details (10-fold Crossvalidation)
Recall
0.84
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5798
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4991
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3512
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7037
Cross-validation details (10-fold Crossvalidation)