Run
509824

Run 509824

Task 3611 (Supervised Classification) auto_price Uploaded 27-01-2016 by Rafael Gomes Mantovani
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Flow

classif.multinom(5)Learner classif.multinom from package(s) nnet.
classif.multinom(5)_seed1
classif.multinom(5)_kindMersenne-Twister
classif.multinom(5)_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.

20 Evaluation measures

Area under ROC curve
0.9019
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.912
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8037
Cross-validation details (10-fold Crossvalidation)
KB relative information score
126.1448
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0881
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4492
Cross-validation details (10-fold Crossvalidation)
Number of instances
159
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.912
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.912
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9264
Cross-validation details (10-fold Crossvalidation)
Recall
0.912
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.196
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4736
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2967
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6266
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.274
UserCPU time millis testing
0.097
UserCPU time millis training
0.177