Run
578225

Run 578225

Task 11 (Supervised Classification) balance-scale Uploaded 03-06-2016 by Jan van Rijn
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weka.LWL_DecisionStump(4)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.LWL_DecisionStump(4)_Atrue
weka.LWL_DecisionStump(4)_K-1
weka.LWL_DecisionStump(4)_U0
weka.LWL_DecisionStump(4)_Wweka.classifiers.trees.DecisionStump

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
0.7597
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5186
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1484
Cross-validation details (10-fold Crossvalidation)
KB relative information score
98.7286
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3277
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3798
Cross-validation details (10-fold Crossvalidation)
Number of instances
625
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
0.4985
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5408
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.3212
Cross-validation details (10-fold Crossvalidation)
Recall
0.5408
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8629
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4356
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4088
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9385
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1313.7518
UserCPU time millis
340
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
340
Cross-validation details (10-fold Crossvalidation)