Run
512436

Run 512436

Task 9894 (Supervised Classification) heart-h Uploaded 28-01-2016 by Rafael Gomes Mantovani
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Flow

classif.xgboost(4)Learner classif.xgboost from package(s) xgboost.
classif.xgboost(4)_nrounds1
classif.xgboost(4)_seed1
classif.xgboost(4)_kindMersenne-Twister
classif.xgboost(4)_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
0.6807
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6158
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3004
Cross-validation details (10-fold Crossvalidation)
KB relative information score
84.1918
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1442
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
0.5987
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6395
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.6623
Cross-validation details (10-fold Crossvalidation)
Recall
0.6395
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.644
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3334
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3798
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.139
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
17.529
UserCPU time millis testing
0.52
UserCPU time millis training
17.009