Run
507019

Run 507019

Task 3637 (Supervised Classification) analcatdata_michiganacc Uploaded 27-01-2016 by Rafael Gomes Mantovani
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Flow

classif.rda(4)Learner classif.rda from package(s) klaR.
classif.rda(4)_estimate.errorFALSE
classif.rda(4)_seed1
classif.rda(4)_kindMersenne-Twister
classif.rda(4)_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
0.775
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7778
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.55
Cross-validation details (10-fold Crossvalidation)
KB relative information score
59.1306
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2222
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4939
Cross-validation details (10-fold Crossvalidation)
Number of instances
108
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7778
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7778
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9914
Cross-validation details (10-fold Crossvalidation)
Recall
0.7778
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4499
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4714
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9487
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
6.233
UserCPU time millis testing
0.042
UserCPU time millis training
6.191