Run
8591484

Run 8591484

Task 7295 (Supervised Classification) Click_prediction_small Uploaded 29-11-2017 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.trees1052
mlr.classif.ranger(16)_mtry2
mlr.classif.ranger(16)_min.node.size972
mlr.classif.ranger(16)_sample.fraction0.745501123298891
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
0.6939
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
16.8351
Cross-validation details (10-fold Crossvalidation)
F measure
0.7553
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0006
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-2272.5645
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2649
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2801
Cross-validation details (10-fold Crossvalidation)
Number of instances
39948
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7758
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8316
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6541
Cross-validation details (10-fold Crossvalidation)
Recall
0.8316
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9457
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3742
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3615
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9661
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1360.1444
Total cost
672530
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
298.262
UserCPU time millis testing
13.403
UserCPU time millis training
284.859