Run
522031

Run 522031

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

classif.nnTrain(5)Learner classif.nnTrain from package(s) deepnet.
classif.nnTrain(5)_outputsoftmax
classif.nnTrain(5)_seed1
classif.nnTrain(5)_kindMersenne-Twister
classif.nnTrain(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
0.5001
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4901
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0001
KB relative information score
2174.1322
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.425
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
0.5177
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.575
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9745
Cross-validation details (10-fold Crossvalidation)
Recall
0.575
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8809
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4911
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6519
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3273
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
4.366
UserCPU time millis testing
0.064
UserCPU time millis training
4.302