Run
522039

Run 522039

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

classif.qda(4)Learner classif.qda from package(s) MASS.
classif.qda(4)_seed1
classif.qda(4)_kindMersenne-Twister
classif.qda(4)_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
0.8254
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.829
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6467
Cross-validation details (10-fold Crossvalidation)
KB relative information score
13187.0616
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1715
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
0.8299
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8285
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9745
Cross-validation details (10-fold Crossvalidation)
Recall
0.8285
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3555
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4911
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4141
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8432
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.508
UserCPU time millis testing
0.226
UserCPU time millis training
1.282