Run
515169

Run 515169

Task 9937 (Supervised Classification) robot-failures-lp4 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
0.7868
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7766
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5885
Cross-validation details (10-fold Crossvalidation)
KB relative information score
69.7423
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1481
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3667
Cross-validation details (10-fold Crossvalidation)
Number of instances
117
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7761
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7778
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.3564
Cross-validation details (10-fold Crossvalidation)
Recall
0.7778
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.404
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.427
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3849
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9013
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
8.336
UserCPU time millis testing
0.55
UserCPU time millis training
7.786