Run
519551

Run 519551

Task 3786 (Supervised Classification) visualizing_soil Uploaded 04-02-2016 by Rafael Gomes Mantovani
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Flow

classif.rda(7)Learner classif.rda from package(s) klaR.
classif.rda(7)_estimate.errorFALSE
classif.rda(7)_seed1
classif.rda(7)_kindMersenne-Twister
classif.rda(7)_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
0.5786
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.577
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1638
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1672.6666
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3974
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.495
Cross-validation details (10-fold Crossvalidation)
Number of instances
8641
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6029
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6026
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9928
Cross-validation details (10-fold Crossvalidation)
Recall
0.6026
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8029
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4975
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6304
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2672
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
251.817
UserCPU time millis testing
0.475
UserCPU time millis training
251.342