Run
520091

Run 520091

Task 3486 (Supervised Classification) spectrometer Uploaded 05-02-2016 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.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
0.668
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3277
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3367
Cross-validation details (10-fold Crossvalidation)
KB relative information score
166.7068
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0257
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0396
Cross-validation details (10-fold Crossvalidation)
Number of instances
531
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.3156
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.3823
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.8467
Cross-validation details (10-fold Crossvalidation)
Recall
0.3823
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6493
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1406
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1604
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1409
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
44.665
UserCPU time millis testing
0.224
UserCPU time millis training
44.441