Run
514391

Run 514391

Task 9903 (Supervised Classification) autoUniv-au7-500 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
0.6215
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4315
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2392
Cross-validation details (10-fold Crossvalidation)
KB relative information score
143.5728
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.224
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2996
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.4289
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.44
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.1516
Cross-validation details (10-fold Crossvalidation)
Recall
0.44
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7476
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3869
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4733
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2232
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
22.132
UserCPU time millis testing
0.555
UserCPU time millis training
21.577