Run
1847752

Run 1847752

Task 10 (Supervised Classification) lymph Uploaded 18-02-2017 by Stefan Majoor
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Flow

mlr.classif.randomForest(23)Learner mlr.classif.randomForest from package(s) randomForest.
mlr.classif.randomForest(23)_ntree46
mlr.classif.randomForest(23)_openml.seed1
mlr.classif.randomForest(23)_openml.kindMersenne-Twister
mlr.classif.randomForest(23)_openml.normal.kindInversion

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
0.8685
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8626
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7483
Cross-validation details (10-fold Crossvalidation)
KB relative information score
101.5028
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0642
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2677
Cross-validation details (10-fold Crossvalidation)
Number of instances
148
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8633
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8716
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.2818
Cross-validation details (10-fold Crossvalidation)
Recall
0.8716
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2397
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3639
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2534
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6961
Cross-validation details (10-fold Crossvalidation)