Run
545658

Run 545658

Task 3555 (Supervised Classification) prnn_synth Uploaded 01-04-2016 by Rafael Gomes Mantovani
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Flow

classif.xgboost(8)Learner classif.xgboost from package(s) xgboost.
classif.xgboost(8)_seed1
classif.xgboost(8)_kindMersenne-Twister
classif.xgboost(8)_normal.kindInversion

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.808
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.808
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.616
Cross-validation details (10-fold Crossvalidation)
KB relative information score
154
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.192
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
250
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8083
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.808
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.808
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.384
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4382
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8764
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.025
UserCPU time millis testing
0.007
UserCPU time millis training
0.018