Run
1340728

Run 1340728

Task 6 (Supervised Classification) letter Uploaded 15-07-2016 by Jan van Rijn
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Flow

rm.process.parallel_decision_tree(2)A RapidMiner Workflow.

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.

15 Evaluation measures

Area under ROC curve
0.8186 ± 0.0215
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3514 ± 0.0333
Cross-validation details (10-fold Crossvalidation)
KB relative information score
8081.4905 ± 66.0343
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0506 ± 0.0021
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.074 ± 0
Cross-validation details (10-fold Crossvalidation)
Number of instances
20000
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.3766 ± 0.0319
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.6998
Cross-validation details (10-fold Crossvalidation)
Recall
0.3766 ± 0.0319
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6839 ± 0.0278
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1923 ± 0
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1598 ± 0.0034
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8311 ± 0.0176
Cross-validation details (10-fold Crossvalidation)