Run
508049

Run 508049

Task 9897 (Supervised Classification) breast-tissue Uploaded 27-01-2016 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
0.6439
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5216
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3008
Cross-validation details (10-fold Crossvalidation)
KB relative information score
38.3407
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2217
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3444
Cross-validation details (10-fold Crossvalidation)
Number of instances
106
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5186
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5566
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.8455
Cross-validation details (10-fold Crossvalidation)
Recall
0.5566
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6437
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4143
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4708
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1365
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
37.654
UserCPU time millis testing
0.248
UserCPU time millis training
37.406