Run
506538

Run 506538

Task 3602 (Supervised Classification) visualizing_environmental Uploaded 20-01-2016 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
0.6303
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6308
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2604
Cross-validation details (10-fold Crossvalidation)
KB relative information score
28.7622
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3694
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.499
Cross-validation details (10-fold Crossvalidation)
Number of instances
111
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.631
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6306
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9986
Cross-validation details (10-fold Crossvalidation)
Recall
0.6306
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7402
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4995
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6078
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2168
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.022
UserCPU time millis testing
0.01
UserCPU time millis training
0.012