Run
518766

Run 518766

Task 9921 (Supervised Classification) volcanoes-d2 Uploaded 30-01-2016 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
0.5091
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.919
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.028
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1517.7226
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0229
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0423
Cross-validation details (10-fold Crossvalidation)
Number of instances
9172
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9023
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9429
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4071
Cross-validation details (10-fold Crossvalidation)
Recall
0.9429
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5396
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1453
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1512
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0407
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
13.208
UserCPU time millis testing
0.174
UserCPU time millis training
13.034