Run
573003

Run 573003

Task 3608 (Supervised Classification) fri_c4_500_100 Uploaded 22-05-2016 by Giuseppe Casalicchio
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Flow

mlr.classif.ranger(1)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(1)_num.trees100
mlr.classif.ranger(1)_num.threads1
mlr.classif.ranger(1)_verboseFALSE
mlr.classif.ranger(1)_openml.seed1
mlr.classif.ranger(1)_openml.kindMersenne-Twister
mlr.classif.ranger(1)_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.

20 Evaluation measures

Area under ROC curve
0.7933
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8043
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6002
Cross-validation details (10-fold Crossvalidation)
KB relative information score
303.0723
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.192
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4913
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8129
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.808
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9875
Cross-validation details (10-fold Crossvalidation)
Recall
0.808
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3908
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4956
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4382
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8841
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.65
UserCPU time millis testing
0.06
UserCPU time millis training
1.59