Run
522659

Run 522659

Task 2074 (Supervised Classification) satimage Uploaded 09-02-2016 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
0.9496
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9161
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8989
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5772.7294
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0272
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2701
Cross-validation details (10-fold Crossvalidation)
Number of instances
6430
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9165
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9184
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.4836
Cross-validation details (10-fold Crossvalidation)
Recall
0.9184
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1008
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3675
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.165
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4489
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
49.371
UserCPU time millis testing
1.592
UserCPU time millis training
47.779