Run
595620

Run 595620

Task 10 (Supervised Classification) lymph Uploaded 28-06-2016 by Joaquin Vanschoren
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Flow

mlr.classif.randomForest(8)Learner mlr.classif.randomForest from package(s) randomForest.
mlr.classif.randomForest(8)_openml.seed1
mlr.classif.randomForest(8)_openml.kindMersenne-Twister
mlr.classif.randomForest(8)_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.

20 Evaluation measures

Area under ROC curve
0.8513
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8432
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7101
Cross-validation details (10-fold Crossvalidation)
KB relative information score
96.801
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0743
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
0.8417
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8514
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.2818
Cross-validation details (10-fold Crossvalidation)
Recall
0.8514
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2776
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3639
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2726
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7491
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.419
UserCPU time millis testing
0.073
UserCPU time millis training
2.346