Run
516985

Run 516985

Task 3496 (Supervised Classification) SPECTF Uploaded 29-01-2016 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
0.7713
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8014
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5138
Cross-validation details (10-fold Crossvalidation)
KB relative information score
152.6933
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2034
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3968
Cross-validation details (10-fold Crossvalidation)
Number of instances
349
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8101
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7966
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8464
Cross-validation details (10-fold Crossvalidation)
Recall
0.7966
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5127
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4451
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.451
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0134
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
5.306
UserCPU time millis testing
0.46
UserCPU time millis training
4.846