Run
514574

Run 514574

Task 3797 (Supervised Classification) socmob Uploaded 28-01-2016 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
0.8732
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9172
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.758
Cross-validation details (10-fold Crossvalidation)
KB relative information score
839.481
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0822
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3451
Cross-validation details (10-fold Crossvalidation)
Number of instances
1156
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9167
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9178
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7637
Cross-validation details (10-fold Crossvalidation)
Recall
0.9178
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2381
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4152
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2867
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6904
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
13.313
UserCPU time millis testing
0.518
UserCPU time millis training
12.795