Run
8675416

Run 8675416

Task 3899 (Supervised Classification) mozilla4 Uploaded 24-12-2017 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.trees1373
mlr.classif.ranger(9)_mtry3
mlr.classif.ranger(9)_min.node.size223
mlr.classif.ranger(9)_sample.fraction0.588366004265845
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
0.9712
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9398
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8611
Cross-validation details (10-fold Crossvalidation)
KB relative information score
12266.3273
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1004
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4412
Cross-validation details (10-fold Crossvalidation)
Number of instances
15545
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9455
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9414
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9135
Cross-validation details (10-fold Crossvalidation)
Recall
0.9414
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2276
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4697
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2167
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4614
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1844.8764
UserCPU time millis
89.883
UserCPU time millis testing
5.092
UserCPU time millis training
84.791