Run
514646

Run 514646

Task 3736 (Supervised Classification) boston 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
0.8433
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8511
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6919
Cross-validation details (10-fold Crossvalidation)
KB relative information score
349.2047
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1482
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4849
Cross-validation details (10-fold Crossvalidation)
Number of instances
506
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8513
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8518
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9782
Cross-validation details (10-fold Crossvalidation)
Recall
0.8518
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3057
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4924
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.385
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7819
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
6.01
UserCPU time millis testing
0.547
UserCPU time millis training
5.463