Run
7932079

Run 7932079

Task 14966 (Supervised Classification) Bioresponse Uploaded 15-09-2017 by Giuseppe Casalicchio
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Flow

mlr.classif.randomForest.imputed.preproc(1)Learner mlr.classif.randomForest.imputed.preproc from package(s) randomForest.
mlr.classif.randomForest.imputed.preproc(1)_openml.seed1
mlr.classif.randomForest.imputed.preproc(1)_openml.kindMersenne-Twister
mlr.classif.randomForest.imputed.preproc(1)_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
0.8812
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8083
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6136
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1521.0821
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3136
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4964
Cross-validation details (10-fold Crossvalidation)
Number of instances
3751
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8084
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8086
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9948
Cross-validation details (10-fold Crossvalidation)
Recall
0.8086
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6317
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4982
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3775
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7576
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1951.322
UserCPU time millis testing
4.052
UserCPU time millis training
1947.27