Run
512427

Run 512427

Task 9894 (Supervised Classification) heart-h Uploaded 28-01-2016 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
0.7062
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6566
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3737
Cross-validation details (10-fold Crossvalidation)
KB relative information score
105.1259
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1238
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2239
Cross-validation details (10-fold Crossvalidation)
Number of instances
294
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6379
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6905
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.6623
Cross-validation details (10-fold Crossvalidation)
Recall
0.6905
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5529
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3334
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3519
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0553
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
3.263
UserCPU time millis testing
0.33
UserCPU time millis training
2.933