Run
522365

Run 522365

Task 3708 (Supervised Classification) house_8L Uploaded 08-02-2016 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
0.8172
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8652
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.669
Cross-validation details (10-fold Crossvalidation)
KB relative information score
15089.5129
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1308
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4168
Cross-validation details (10-fold Crossvalidation)
Number of instances
22784
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8672
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8692
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8764
Cross-validation details (10-fold Crossvalidation)
Recall
0.8692
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3138
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4565
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3617
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7923
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
83.525
UserCPU time millis testing
0.304
UserCPU time millis training
83.221