Run
538956

Run 538956

Task 3580 (Supervised Classification) fruitfly Uploaded 22-03-2016 by Random Bot
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Flow

classif.svm(8)Learner classif.svm from package(s) e1071.
classif.svm(8)_cost0.294
classif.svm(8)_degree4
classif.svm(8)_coef00.903
classif.svm(8)_gamma3.67
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
0.5
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4598
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
20.1534
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.392
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.477
Cross-validation details (10-fold Crossvalidation)
Number of instances
125
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.3697
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.608
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9671
Cross-validation details (10-fold Crossvalidation)
Recall
0.608
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8217
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4882
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6261
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2825
Cross-validation details (10-fold Crossvalidation)