Run
8651330

Run 8651330

Task 145677 (Supervised Classification) Bioresponse Uploaded 14-12-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees1153
mlr.classif.ranger(16)_mtry1182
mlr.classif.ranger(16)_min.node.size2
mlr.classif.ranger(16)_sample.fraction0.690914241038263
mlr.classif.ranger(16)_respect.unordered.factorsTRUE
mlr.classif.ranger(16)_num.threads1
mlr.classif.ranger(16)_verboseFALSE
mlr.classif.ranger(16)_openml.seed1
mlr.classif.ranger(16)_openml.kindMersenne-Twister
mlr.classif.ranger(16)_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
0.8764
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.807
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6107
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1651.0846
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2945
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
0.8074
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8075
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9948
Cross-validation details (10-fold Crossvalidation)
Recall
0.8075
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5933
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4982
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3758
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7544
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1198.9413
UserCPU time millis
10211.995
UserCPU time millis testing
4.456
UserCPU time millis training
10207.539