Run
522019

Run 522019

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

classif.lda(11)Learner classif.lda from package(s) MASS.
classif.lda(11)_seed1
classif.lda(11)_kindMersenne-Twister
classif.lda(11)_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
0.8324
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8428
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6726
Cross-validation details (10-fold Crossvalidation)
KB relative information score
13856.5534
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1561
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
0.8433
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8439
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9745
Cross-validation details (10-fold Crossvalidation)
Recall
0.8439
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3236
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4911
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3951
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8045
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.378
UserCPU time millis testing
0.081
UserCPU time millis training
1.297