Run
330055

Run 330055

Task 258 (Supervised Classification) optdigits Uploaded 26-03-2015 by Joaquin Vanschoren
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.LWL_DecisionStump(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.LWL_DecisionStump(3)_Atrue
weka.LWL_DecisionStump(3)_K-1
weka.LWL_DecisionStump(3)_U0
weka.LWL_DecisionStump(3)_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
0.9512
Per class
Cross-validation details (33% Holdout set)
F measure
0.7188
Per class
Cross-validation details (33% Holdout set)
Kappa
0.7058
Cross-validation details (33% Holdout set)
KB relative information score
686.7148
Cross-validation details (33% Holdout set)
Mean absolute error
0.1499
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.18
Cross-validation details (33% Holdout set)
Number of instances
1854
Per class
Cross-validation details (33% Holdout set)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-31-generic]
Precision
0.7879
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.7352
Cross-validation details (33% Holdout set)
Prior entropy
3.3218
Cross-validation details (33% Holdout set)
Recall
0.7352
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.8328
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.3
Cross-validation details (33% Holdout set)
Root mean squared error
0.261
Cross-validation details (33% Holdout set)
Root relative squared error
0.87
Cross-validation details (33% Holdout set)
SciMark benchmark
1313.8988
UserCPU time millis
289470
Cross-validation details (33% Holdout set)
UserCPU time millis testing
289460
Cross-validation details (33% Holdout set)
UserCPU time millis training
10
Cross-validation details (33% Holdout set)