Run
509525

Run 509525

Task 3587 (Supervised Classification) pwLinear 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
0.8544
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8549
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7095
Cross-validation details (10-fold Crossvalidation)
KB relative information score
141.9236
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.145
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4996
Cross-validation details (10-fold Crossvalidation)
Number of instances
200
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8552
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.855
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9994
Cross-validation details (10-fold Crossvalidation)
Recall
0.855
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2903
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4998
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3808
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7619
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
17.477
UserCPU time millis testing
0.398
UserCPU time millis training
17.079