Run
8293367

Run 8293367

Task 145854 (Supervised Classification) nomao Uploaded 28-10-2017 by OpenML_Bot R
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees413
mlr.classif.ranger(13)_mtry17
mlr.classif.ranger(13)_min.node.size2
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.461040552845225
mlr.classif.ranger(13)_num.threads1
mlr.classif.ranger(13)_verboseFALSE
mlr.classif.ranger(13)_openml.seed1
mlr.classif.ranger(13)_openml.kindMersenne-Twister
mlr.classif.ranger(13)_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.

21 Evaluation measures

Area under ROC curve
0.9944
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9679
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9213
Cross-validation details (10-fold Crossvalidation)
KB relative information score
29637.819
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0612
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4081
Cross-validation details (10-fold Crossvalidation)
Number of instances
34465
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9679
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.968
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.968
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1499
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1577
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.349
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1284.7124
UserCPU time millis
1334.1
UserCPU time millis testing
26.92
UserCPU time millis training
1307.18