Run
508795

Run 508795

Task 9948 (Supervised Classification) heart-switzerland Uploaded 27-01-2016 by Rafael Gomes Mantovani
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Flow

classif.ranger(3)Learner classif.ranger from package(s) ranger.
classif.ranger(3)_num.threads1
classif.ranger(3)_verboseFALSE
classif.ranger(3)_seed1
classif.ranger(3)_kindMersenne-Twister
classif.ranger(3)_normal.kindInversion

Result files

Description

XML file describing the run, including user-defined evaluation measures.

Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.5723
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3921
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1444
Cross-validation details (10-fold Crossvalidation)
KB relative information score
26.4569
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2341
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2872
Cross-validation details (10-fold Crossvalidation)
Number of instances
123
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.3769
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4146
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.0062
Cross-validation details (10-fold Crossvalidation)
Recall
0.4146
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8153
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3781
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4839
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2798
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.036
UserCPU time millis testing
0.262
UserCPU time millis training
1.774