Run
7931811

Run 7931811

Task 59 (Supervised Classification) iris Uploaded 13-09-2017 by Lieuwe Stooker
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Flow

mlr.classif.randomForest(33)Learner mlr.classif.randomForest from package(s) randomForest.
mlr.classif.randomForest(33)_openml.seed1
mlr.classif.randomForest(33)_openml.kindMersenne-Twister
mlr.classif.randomForest(33)_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
0.97
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.96
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.94
Cross-validation details (10-fold Crossvalidation)
KB relative information score
141.7856
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0267
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4444
Cross-validation details (10-fold Crossvalidation)
Number of instances
150
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.96
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.96
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.585
Cross-validation details (10-fold Crossvalidation)
Recall
0.96
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.06
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4714
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1633
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3464
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.35
UserCPU time millis testing
0.01
UserCPU time millis training
0.34