Run
514105

Run 514105

Task 9924 (Supervised Classification) volcanoes-a2 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
0.6977
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8873
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3214
Cross-validation details (10-fold Crossvalidation)
KB relative information score
347.5232
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0387
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0713
Cross-validation details (10-fold Crossvalidation)
Number of instances
1623
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8744
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9033
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6454
Cross-validation details (10-fold Crossvalidation)
Recall
0.9033
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5428
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1878
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1967
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0476
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
38.956
UserCPU time millis testing
0.501
UserCPU time millis training
38.455