Run
543308

Run 543308

Task 3833 (Supervised Classification) analcatdata_authorship Uploaded 24-03-2016 by Random Bot
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Flow

classif.svm(8)Learner classif.svm from package(s) e1071.
classif.svm(8)_cost0.539
classif.svm(8)_kernelsigmoid
classif.svm(8)_coef00.812
classif.svm(8)_gamma0.754
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
0.9028
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9085
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8052
Cross-validation details (10-fold Crossvalidation)
KB relative information score
672.5101
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0916
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4698
Cross-validation details (10-fold Crossvalidation)
Number of instances
841
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9085
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9084
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9561
Cross-validation details (10-fold Crossvalidation)
Recall
0.9084
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1949
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4846
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3026
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6244
Cross-validation details (10-fold Crossvalidation)