Run
8744340

Run 8744340

Task 9910 (Supervised Classification) Bioresponse Uploaded 30-12-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees156
mlr.classif.ranger(9)_mtry53
mlr.classif.ranger(9)_min.node.size212
mlr.classif.ranger(9)_sample.fraction0.290750068007037
mlr.classif.ranger(9)_num.threads1
mlr.classif.ranger(9)_verboseFALSE
mlr.classif.ranger(9)_openml.seed1
mlr.classif.ranger(9)_openml.kindMersenne-Twister
mlr.classif.ranger(9)_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
0.8108
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.735
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4656
Cross-validation details (10-fold Crossvalidation)
KB relative information score
743.394
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4151
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
0.7349
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7353
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9948
Cross-validation details (10-fold Crossvalidation)
Recall
0.7353
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8361
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4982
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4361
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8752
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1731.9625
UserCPU time millis
12.266
UserCPU time millis testing
0.818
UserCPU time millis training
11.448