Run
507018

Run 507018

Task 3637 (Supervised Classification) analcatdata_michiganacc 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
0.6229
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6287
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2469
Cross-validation details (10-fold Crossvalidation)
KB relative information score
26.5742
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3704
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4939
Cross-validation details (10-fold Crossvalidation)
Number of instances
108
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6283
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6296
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9914
Cross-validation details (10-fold Crossvalidation)
Recall
0.6296
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7498
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6086
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2247
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
3.381
UserCPU time millis testing
0.178
UserCPU time millis training
3.203