Run
503743

Run 503743

Task 10065 (Learning Curve) letter-challenge-labeled.arff Uploaded 29-12-2015 by Joaquin Vanschoren
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Flow

weka.DecisionTable_BestFirst(6)Ron Kohavi: The Power of Decision Tables. In: 8th European Conference on Machine Learning, 174-189, 1995.
weka.BestFirst(4)_D1
weka.BestFirst(4)_N5
weka.DecisionTable_BestFirst(6)_Sweka.attributeSelection.BestFirst
weka.DecisionTable_BestFirst(6)_X1

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
0.9258 ± 0.0082
Per class
F measure
0.8851 ± 0.0077
Per class
Kappa
0.7023 ± 0.0208
KB relative information score
8317.7908 ± 41.3177
Mean absolute error
0.2356 ± 0.0077
Mean prior absolute error
0.3968 ± 0.0001
Number of instances
20000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.888 ± 0.0071
Per class
Predictive accuracy
0.8893 ± 0.0069
Prior entropy
0.8456
Recall
0.8893 ± 0.0069
Per class
Relative absolute error
0.5937 ± 0.0195
Root mean prior squared error
0.4454 ± 0.0001
Root mean squared error
0.3123 ± 0.0064
Root relative squared error
0.7011 ± 0.0146
SciMark benchmark
935.2919
UserCPU time millis
11080
UserCPU time millis testing
110
UserCPU time millis training
10970