Run
542556

Run 542556

Task 38 (Supervised Classification) ecoli Uploaded 23-03-2016 by Random Bot
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Flow

classif.svm(8)Learner classif.svm from package(s) e1071.
classif.svm(8)_cost5.74e-05
classif.svm(8)_kernelsigmoid
classif.svm(8)_degree4
classif.svm(8)_coef00.937
classif.svm(8)_gamma246
classif.svm(8)_seed1
classif.svm(8)_kindMersenne-Twister
classif.svm(8)_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.

17 Evaluation measures

Area under ROC curve
0.5
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.2541
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
58.5877
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1436
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
0.1811
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4256
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.2353
Cross-validation details (10-fold Crossvalidation)
Recall
0.4256
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7856
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3016
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3789
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2564
Cross-validation details (10-fold Crossvalidation)