Run
297056

Run 297056

Task 87 (Learning Curve) optdigits Uploaded 17-03-2015 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
0.9118 ± 0.0092
Per class
F measure
0.6082 ± 0.0268
Per class
Kappa
0.5699 ± 0.0291
KB relative information score
0.456 ± 0.018
Mean absolute error
0.1278 ± 0.0027
Mean prior absolute error
0.18 ± 0
Number of instances
56200
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.6143 ± 0.0259
Per class
Predictive accuracy
0.6129 ± 0.0261
Prior entropy
3.3218 ± 0.0001
Recall
0.6129 ± 0.0261
Per class
Relative absolute error
0.7101 ± 0.0149
Root mean prior squared error
0.3 ± 0
Root mean squared error
0.2385 ± 0.0036
Root relative squared error
0.7951 ± 0.0121
SciMark benchmark
1318.3496
UserCPU time millis
8400
UserCPU time millis testing
20
UserCPU time millis training
8380