Run
522046

Run 522046

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

classif.sda(7)Learner classif.sda from package(s) sda.
classif.sda(7)_seed1
classif.sda(7)_kindMersenne-Twister
classif.sda(7)_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
0.6582
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6814
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3395
Cross-validation details (10-fold Crossvalidation)
KB relative information score
7734.2826
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.297
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
0.7105
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.703
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9745
Cross-validation details (10-fold Crossvalidation)
Recall
0.703
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6156
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4911
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.545
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1096
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
3.667
UserCPU time millis testing
0.032
UserCPU time millis training
3.635