Run
522002

Run 522002

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

classif.avNNet(6)Learner classif.avNNet from package(s) nnet.
classif.avNNet(6)_size3
classif.avNNet(6)_seed1
classif.avNNet(6)_kindMersenne-Twister
classif.avNNet(6)_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
0.8021
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8151
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6142
Cross-validation details (10-fold Crossvalidation)
KB relative information score
12683.8901
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1831
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
0.8162
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8169
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9745
Cross-validation details (10-fold Crossvalidation)
Recall
0.8169
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3795
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4911
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4279
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8712
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
64.032
UserCPU time millis testing
0.379
UserCPU time millis training
63.653