Run
520112

Run 520112

Task 3817 (Supervised Classification) spectrometer Uploaded 05-02-2016 by Rafael Gomes Mantovani
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Flow

classif.cforest(6)Learner classif.cforest from package(s) party.
classif.cforest(6)_seed1
classif.cforest(6)_kindMersenne-Twister
classif.cforest(6)_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
0.7818
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9491
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6984
Cross-validation details (10-fold Crossvalidation)
KB relative information score
357.1323
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0452
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1869
Cross-validation details (10-fold Crossvalidation)
Number of instances
531
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.957
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9548
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4849
Cross-validation details (10-fold Crossvalidation)
Recall
0.9548
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2419
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3047
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2126
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6977
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
15.309
UserCPU time millis testing
3.321
UserCPU time millis training
11.988