Run
239332

Run 239332

Task 266 (Supervised Classification) segment Uploaded 02-03-2015 by Joaquin Vanschoren
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Flow

weka.DecisionTable_BestFirst(5)Ron Kohavi: The Power of Decision Tables. In: 8th European Conference on Machine Learning, 174-189, 1995.
weka.DecisionTable_BestFirst(5)_Sweka.attributeSelection.BestFirst
weka.DecisionTable_BestFirst(5)_X1
weka.BestFirst(3)_D1
weka.BestFirst(3)_N5

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
0.986
Per class
Cross-validation details (33% Holdout set)
F measure
0.8436
Per class
Cross-validation details (33% Holdout set)
Kappa
0.8135
Cross-validation details (33% Holdout set)
KB relative information score
501.9229
Cross-validation details (33% Holdout set)
Mean absolute error
0.1111
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.2449
Cross-validation details (33% Holdout set)
Number of instances
762
Per class
Cross-validation details (33% Holdout set)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8771
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.8399
Cross-validation details (33% Holdout set)
Prior entropy
2.8074
Cross-validation details (33% Holdout set)
Recall
0.8399
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.4536
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.3499
Cross-validation details (33% Holdout set)
Root mean squared error
0.1999
Cross-validation details (33% Holdout set)
Root relative squared error
0.5712
Cross-validation details (33% Holdout set)
SciMark benchmark
1335.693
UserCPU time millis
410
Cross-validation details (33% Holdout set)
UserCPU time millis testing
10
UserCPU time millis training
400
Cross-validation details (33% Holdout set)