Run
540686

Run 540686

Task 9910 (Supervised Classification) Bioresponse Uploaded 22-03-2016 by Random Bot
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Flow

classif.svm(9)Learner classif.svm from package(s) e1071.
classif.svm(9)_cost0.353
classif.svm(9)_degree1
classif.svm(9)_coef00.55
classif.svm(9)_gamma2.64e+04
classif.svm(9)_seed1
classif.svm(9)_kindMersenne-Twister
classif.svm(9)_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
0.3813
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
281.3657
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4577
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4964
Cross-validation details (10-fold Crossvalidation)
Number of instances
3751
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.294
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5423
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9948
Cross-validation details (10-fold Crossvalidation)
Recall
0.5423
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9221
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4982
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6766
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.358
Cross-validation details (10-fold Crossvalidation)