Run
522017

Run 522017

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

classif.kknn(4)Learner classif.kknn from package(s) !kknn.
classif.kknn(4)_seed1
classif.kknn(4)_kindMersenne-Twister
classif.kknn(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
0.8384
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8466
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.681
Cross-validation details (10-fold Crossvalidation)
KB relative information score
13995.5045
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1529
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
0.8465
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8471
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9745
Cross-validation details (10-fold Crossvalidation)
Recall
0.8471
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.317
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4911
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.391
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7962
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
7.485
UserCPU time millis testing
7.191
UserCPU time millis training
0.294