Run
538542

Run 538542

Task 3638 (Supervised Classification) quake Uploaded 21-03-2016 by Random Bot
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Flow

classif.svm(9)Learner classif.svm from package(s) e1071.
classif.svm(9)_cost135
classif.svm(9)_kernelsigmoid
classif.svm(9)_degree2
classif.svm(9)_coef00.186
classif.svm(9)_gamma0.00337
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
0.4961
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4017
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.0087
Cross-validation details (10-fold Crossvalidation)
KB relative information score
181.2135
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4504
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4939
Cross-validation details (10-fold Crossvalidation)
Number of instances
2178
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.4461
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5496
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.5496
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9119
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.497
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6711
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3505
Cross-validation details (10-fold Crossvalidation)