Run
507380

Run 507380

Task 3552 (Supervised Classification) analcatdata_creditscore Uploaded 27-01-2016 by Rafael Gomes Mantovani
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Flow

classif.kknn(2)Learner classif.kknn from package(s) !kknn.
classif.kknn(2)_seed1
classif.kknn(2)_kindMersenne-Twister
classif.kknn(2)_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
0.6324
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7429
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3122
Cross-validation details (10-fold Crossvalidation)
KB relative information score
36.1013
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.23
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3963
Cross-validation details (10-fold Crossvalidation)
Number of instances
100
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7508
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.77
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8479
Cross-validation details (10-fold Crossvalidation)
Recall
0.77
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5804
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.444
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4796
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0802
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.066
UserCPU time millis testing
0.062
UserCPU time millis training
0.004