Run
508463

Run 508463

Task 3888 (Supervised Classification) grub-damage Uploaded 27-01-2016 by Rafael Gomes Mantovani
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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
0.5949
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6759
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2243
Cross-validation details (10-fold Crossvalidation)
KB relative information score
47.1351
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2839
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4332
Cross-validation details (10-fold Crossvalidation)
Number of instances
155
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6958
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7161
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9027
Cross-validation details (10-fold Crossvalidation)
Recall
0.7161
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6552
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.465
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5328
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1459
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
12.019
UserCPU time millis testing
0.324
UserCPU time millis training
11.695