Run
523957

Run 523957

Task 9950 (Supervised Classification) micro-mass Uploaded 11-02-2016 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
0.8875
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7799
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.776
Cross-validation details (10-fold Crossvalidation)
KB relative information score
442.3695
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.021
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0941
Cross-validation details (10-fold Crossvalidation)
Number of instances
571
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7943
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7898
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.208
Cross-validation details (10-fold Crossvalidation)
Recall
0.7898
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2233
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2169
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.145
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6684
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
307.696
UserCPU time millis testing
85.405
UserCPU time millis training
222.291