Run
512630

Run 512630

Task 9919 (Supervised Classification) volcanoes-e5 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
0.5203
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8679
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0564
Cross-validation details (10-fold Crossvalidation)
KB relative information score
208.3288
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0381
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.07
Cross-validation details (10-fold Crossvalidation)
Number of instances
1112
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8399
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9047
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6191
Cross-validation details (10-fold Crossvalidation)
Recall
0.9047
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.545
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1855
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1953
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0524
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
38.218
UserCPU time millis testing
0.518
UserCPU time millis training
37.7