Run
54404

Run 54404

Task 1740 (Learning Curve) soybean Uploaded 09-11-2014 by Joaquin Vanschoren
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Flow

weka.A1DE(2)G. Webb, J. Boughton, Z. Wang (2005). Not So Naive Bayes: Aggregating One-Dependence Estimators. Machine Learning. 58(1):5-24.
weka.A1DE(2)_F1
weka.A1DE(2)_M1.0

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.

21 Evaluation measures

Area under ROC curve
0.9963 ± 0.003
Per class
Build CPU time
0.0043
Build memory
1684784836.5
F measure
0.9405 ± 0.0254
Per class
Kappa
0.9358 ± 0.0265
KB relative information score
0.9455 ± 0.0172
Mean absolute error
0.0079 ± 0.0023
Mean prior absolute error
0.0961 ± 0.0001
Number of instances
683
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.947 ± 0.023
Per class
Predictive accuracy
0.9414 ± 0.0242
Prior entropy
3.8358 ± 0.0227
Recall
0.9414 ± 0.0242
Per class
Relative absolute error
0.0826 ± 0.0235
Root mean prior squared error
0.2191 ± 0.0002
Root mean squared error
0.0732 ± 0.0134
Root relative squared error
0.3341 ± 0.0612
SciMark benchmark
942.4911