Run
520319

Run 520319

Task 3549 (Supervised Classification) analcatdata_authorship Uploaded 05-02-2016 by Rafael Gomes Mantovani
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Flow

classif.xgboost(6)Learner classif.xgboost from package(s) xgboost.
classif.xgboost(6)_nrounds1
classif.xgboost(6)_seed1
classif.xgboost(6)_kindMersenne-Twister
classif.xgboost(6)_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
0.9653
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9522
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9307
Cross-validation details (10-fold Crossvalidation)
KB relative information score
781.4001
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0238
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3439
Cross-validation details (10-fold Crossvalidation)
Number of instances
841
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9527
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9524
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.7898
Cross-validation details (10-fold Crossvalidation)
Recall
0.9524
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0692
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4146
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1542
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.372
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
4.616
UserCPU time millis testing
0.204
UserCPU time millis training
4.412