Run
542670

Run 542670

Task 3589 (Supervised Classification) fri_c4_1000_25 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)_cost2.88e+04
classif.svm(9)_kernelpolynomial
classif.svm(9)_degree4
classif.svm(9)_coef00.0383
classif.svm(9)_gamma0.000235
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
0.5201
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4412
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0437
Cross-validation details (10-fold Crossvalidation)
KB relative information score
114.7734
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.437
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4956
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6177
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.563
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9936
Cross-validation details (10-fold Crossvalidation)
Recall
0.563
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8818
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4978
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6611
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.328
Cross-validation details (10-fold Crossvalidation)