Run
522030

Run 522030

Task 3687 (Supervised Classification) cal_housing Uploaded 07-02-2016 by Rafael Gomes Mantovani
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Flow

classif.nnet(5)Learner classif.nnet from package(s) nnet.
classif.nnet(5)_size3
classif.nnet(5)_seed1
classif.nnet(5)_kindMersenne-Twister
classif.nnet(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
0.7728
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7862
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5542
Cross-validation details (10-fold Crossvalidation)
KB relative information score
11439.6459
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2117
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4824
Cross-validation details (10-fold Crossvalidation)
Number of instances
20640
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7868
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7883
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9745
Cross-validation details (10-fold Crossvalidation)
Recall
0.7883
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4389
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4911
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4601
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9369
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
16.444
UserCPU time millis testing
0.048
UserCPU time millis training
16.396