Run
540799

Run 540799

Task 3731 (Supervised Classification) visualizing_livestock 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)_cost0.000257
classif.svm(9)_kernelsigmoid
classif.svm(9)_degree2
classif.svm(9)_coef00.83
classif.svm(9)_gamma5.45e-05
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
0.7218
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
35.3688
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1923
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3135
Cross-validation details (10-fold Crossvalidation)
Number of instances
130
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6524
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8077
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7158
Cross-validation details (10-fold Crossvalidation)
Recall
0.8077
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6134
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3941
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4385
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1126
Cross-validation details (10-fold Crossvalidation)
Total cost