Run
514156

Run 514156

Task 3612 (Supervised Classification) fri_c1_250_25 Uploaded 28-01-2016 by Rafael Gomes Mantovani
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


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
0.8366
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8432
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6787
Cross-validation details (10-fold Crossvalidation)
KB relative information score
169.5928
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.156
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4897
Cross-validation details (10-fold Crossvalidation)
Number of instances
250
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8438
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.844
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9852
Cross-validation details (10-fold Crossvalidation)
Recall
0.844
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3186
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4948
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.395
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7983
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
4.809
UserCPU time millis testing
0.467
UserCPU time millis training
4.342