Run
578267

Run 578267

Task 32 (Supervised Classification) pendigits 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
0.9492
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5936
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6071
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4865.64
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1397
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.18
Cross-validation details (10-fold Crossvalidation)
Number of instances
10992
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
0.7274
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6468
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3208
Cross-validation details (10-fold Crossvalidation)
Recall
0.6468
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7762
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.251
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8369
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1404.2576
UserCPU time millis
339660
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
339660
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
Cross-validation details (10-fold Crossvalidation)