Run
578255

Run 578255

Task 28 (Supervised Classification) optdigits 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
0.9502
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7198
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7088
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2087.2191
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1499
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.18
Cross-validation details (10-fold Crossvalidation)
Number of instances
5620
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
0.792
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7379
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3218
Cross-validation details (10-fold Crossvalidation)
Recall
0.7379
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8326
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2608
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8694
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1417.2934
UserCPU time millis
266690
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
266690
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
Cross-validation details (10-fold Crossvalidation)