Run
502425

Run 502425

Task 3739 (Supervised Classification) analcatdata_chlamydia Uploaded 21-12-2015 by Rafael Gomes Mantovani
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Flow

classif.rda(3)Learner classif.rda from package(s) klaR.
classif.rda(3)_estimate.errorFALSE
classif.rda(3)_seed1
classif.rda(3)_kindMersenne-Twister
classif.rda(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
0.8174
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8978
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6615
Cross-validation details (10-fold Crossvalidation)
KB relative information score
60.9377
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3116
Cross-validation details (10-fold Crossvalidation)
Number of instances
100
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8967
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.714
Cross-validation details (10-fold Crossvalidation)
Recall
0.9
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.321
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3923
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3162
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.806
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.657
UserCPU time millis testing
0.037
UserCPU time millis training
2.62