Run
578344

Run 578344

Task 29 (Supervised Classification) credit-approval Uploaded 03-06-2016 by Jan van Rijn
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Flow

weka.LWL_RandomTree(3)Eibe Frank, Mark Hall, Bernhard Pfahringer: Locally Weighted Naive Bayes. In: 19th Conference in Uncertainty in Artificial Intelligence, 249-256, 2003. C. Atkeson, A. Moore, S. Schaal (1996). Locally weighted learning. AI Review..
weka.RandomTree(11)_K0
weka.RandomTree(11)_M1.0
weka.RandomTree(11)_V0.001
weka.RandomTree(11)_S1
weka.LWL_RandomTree(3)_Atrue
weka.LWL_RandomTree(3)_K-1
weka.LWL_RandomTree(3)_U0
weka.LWL_RandomTree(3)_Wweka.classifiers.trees.RandomTree

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

22 Evaluation measures

Area under ROC curve
0.8017
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7823
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5587
Cross-validation details (10-fold Crossvalidation)
KB relative information score
387.5007
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2155
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.494
Cross-validation details (10-fold Crossvalidation)
Number of instances
690
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_91, amd64, Linux, 3.10.0-327.13.1.el7.x86_64]
Precision
0.7822
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7826
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9913
Cross-validation details (10-fold Crossvalidation)
Recall
0.7826
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4362
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.497
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.453
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9116
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1338.709
UserCPU time millis
2000
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
2000
Cross-validation details (10-fold Crossvalidation)