Run
542524

Run 542524

Task 9957 (Supervised Classification) qsar-biodeg 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)_cost452
classif.svm(8)_kernelsigmoid
classif.svm(8)_degree2
classif.svm(8)_coef00.679
classif.svm(8)_gamma1.76e+03
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
0.6298
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6691
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2597
Cross-validation details (10-fold Crossvalidation)
KB relative information score
237.4187
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3308
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4472
Cross-validation details (10-fold Crossvalidation)
Number of instances
1055
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.669
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6692
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9226
Cross-validation details (10-fold Crossvalidation)
Recall
0.6692
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7396
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4728
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5752
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2164
Cross-validation details (10-fold Crossvalidation)