Run
521560

Run 521560

Task 3883 (Supervised Classification) mfeat-karhunen Uploaded 06-02-2016 by Rafael Gomes Mantovani
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Flow

classif.ranger(5)Learner classif.ranger from package(s) ranger.
classif.ranger(5)_num.threads1
classif.ranger(5)_verboseFALSE
classif.ranger(5)_seed1
classif.ranger(5)_kindMersenne-Twister
classif.ranger(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
0.8975
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9784
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8747
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1692.1925
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0205
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1803
Cross-validation details (10-fold Crossvalidation)
Number of instances
2000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.98
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9795
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4703
Cross-validation details (10-fold Crossvalidation)
Recall
0.9795
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1137
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1432
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4773
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
19.774
UserCPU time millis testing
0.379
UserCPU time millis training
19.395