Run
518250

Run 518250

Task 10097 (Supervised Classification) PieChart1 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
0.5794
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8758
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1757
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-6.9217
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1177
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.159
Cross-validation details (10-fold Crossvalidation)
Number of instances
705
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8702
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8823
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4287
Cross-validation details (10-fold Crossvalidation)
Recall
0.8823
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7402
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2811
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3431
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2205
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.691
UserCPU time millis testing
0.169
UserCPU time millis training
1.522