Run
8868430

Run 8868430

Task 145916 (Supervised Classification) autoUniv-au7-1100 Uploaded 01-03-2018 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
0.734
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4216
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2729
Cross-validation details (10-fold Crossvalidation)
KB relative information score
266.3793
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2748
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3154
Cross-validation details (10-fold Crossvalidation)
Number of instances
1100
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.4238
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4309
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.281
Cross-validation details (10-fold Crossvalidation)
Recall
0.4309
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8713
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3971
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3709
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9341
Cross-validation details (10-fold Crossvalidation)