Run
520914

Run 520914

Task 22 (Supervised Classification) mfeat-zernike Uploaded 05-02-2016 by Rafael Gomes Mantovani
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Flow

classif.gbm(5)Learner classif.gbm from package(s) gbm.
classif.gbm(5)_seed1
classif.gbm(5)_kindMersenne-Twister
classif.gbm(5)_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
0.7803
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.596
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5606
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1172.8058
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0791
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.18
Cross-validation details (10-fold Crossvalidation)
Number of instances
2000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.605
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6045
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3219
Cross-validation details (10-fold Crossvalidation)
Recall
0.6045
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4394
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2812
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9375
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
20.983
UserCPU time millis testing
0.1
UserCPU time millis training
20.883