Run
542819

Run 542819

Task 3735 (Supervised Classification) pollen Uploaded 23-03-2016 by Random Bot
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Flow

classif.svm(9)Learner classif.svm from package(s) e1071.
classif.svm(9)_cost0.0929
classif.svm(9)_kernelsigmoid
classif.svm(9)_degree2
classif.svm(9)_coef00.345
classif.svm(9)_gamma0.486
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
0.5068
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5067
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0135
Cross-validation details (10-fold Crossvalidation)
KB relative information score
52
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4932
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
3848
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5068
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5068
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.5068
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9865
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.7023
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.4046
Cross-validation details (10-fold Crossvalidation)