Run
522400

Run 522400

Task 3708 (Supervised Classification) house_8L Uploaded 08-02-2016 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
0.669
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7629
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4052
Cross-validation details (10-fold Crossvalidation)
KB relative information score
10622.9169
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2067
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
0.8049
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7933
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8764
Cross-validation details (10-fold Crossvalidation)
Recall
0.7933
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.496
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4565
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4547
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.996
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.168
UserCPU time millis testing
0.107
UserCPU time millis training
2.061