Run
519533

Run 519533

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

classif.mda(3)Learner classif.mda from package(s) !mda.
classif.mda(3)_keep.fittedFALSE
classif.mda(3)_start.methodlvq
classif.mda(3)_seed1
classif.mda(3)_kindMersenne-Twister
classif.mda(3)_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
0.9556
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9556
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9103
Cross-validation details (10-fold Crossvalidation)
KB relative information score
7861.7545
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0444
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
0.9556
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9556
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9928
Cross-validation details (10-fold Crossvalidation)
Recall
0.9556
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0898
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4975
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2108
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4237
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
25.296
UserCPU time millis testing
0.061
UserCPU time millis training
25.235