Run
510979

Run 510979

Task 10 (Supervised Classification) lymph 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
0.7685
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.75
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5329
Cross-validation details (10-fold Crossvalidation)
KB relative information score
72.4503
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1216
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2677
Cross-validation details (10-fold Crossvalidation)
Number of instances
148
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7438
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7568
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.2818
Cross-validation details (10-fold Crossvalidation)
Recall
0.7568
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4543
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3639
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3487
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9582
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
9.816
UserCPU time millis testing
0.505
UserCPU time millis training
9.311