Run
542550

Run 542550

Task 3616 (Supervised Classification) pm10 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)_cost493
classif.svm(9)_kernelpolynomial
classif.svm(9)_degree2
classif.svm(9)_coef00.361
classif.svm(9)_gamma1.01e+04
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
0.4428
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4404
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.1141
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-58.2052
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.558
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4999
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.4422
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.442
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9998
Cross-validation details (10-fold Crossvalidation)
Recall
0.442
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.1163
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4999
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.747
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.4942
Cross-validation details (10-fold Crossvalidation)