Run
522028

Run 522028

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

classif.multinom(6)Learner classif.multinom from package(s) nnet.
classif.multinom(6)_seed1
classif.multinom(6)_kindMersenne-Twister
classif.multinom(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
0.8377
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8449
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6779
Cross-validation details (10-fold Crossvalidation)
KB relative information score
13911.2917
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1548
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
0.8447
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8452
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9745
Cross-validation details (10-fold Crossvalidation)
Recall
0.8452
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.321
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4911
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3935
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8012
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
5.317
UserCPU time millis testing
0.07
UserCPU time millis training
5.247