OpenML
555376

Run 555376

Task 14951 (Supervised Classification) eeg-eye-state Uploaded 14-04-2016 by Saurabh Gawande
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Flow

classif.xgboost(8)Learner classif.xgboost from package(s) xgboost.
classif.xgboost(8)_eval_metric
classif.xgboost(8)_nrounds500
classif.xgboost(8)_seed1
classif.xgboost(8)_kindMersenne-Twister
classif.xgboost(8)_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
0.9908
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9551
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9091
Cross-validation details (10-fold Crossvalidation)
KB relative information score
13206.0706
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0618
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4948
Cross-validation details (10-fold Crossvalidation)
Number of instances
14980
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9551
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9551
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.9551
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1248
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1864
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3748
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
110.84
UserCPU time millis testing
0.39
UserCPU time millis training
110.45