Run
510371

Run 510371

Task 38 (Supervised Classification) ecoli Uploaded 27-01-2016 by Rafael Gomes Mantovani
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Flow

classif.svm(5)Learner classif.svm from package(s) e1071.
classif.svm(5)_seed1
classif.svm(5)_kindMersenne-Twister
classif.svm(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
0.9111
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8558
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8094
Cross-validation details (10-fold Crossvalidation)
KB relative information score
257.9167
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0342
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1828
Cross-validation details (10-fold Crossvalidation)
Number of instances
336
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8517
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8631
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.2353
Cross-validation details (10-fold Crossvalidation)
Recall
0.8631
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1872
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3016
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.185
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6134
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.315
UserCPU time millis testing
0.044
UserCPU time millis training
0.271