Run
54389

Run 54389

Task 1717 (Learning Curve) mfeat-morphological 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
0.9575 ± 0.005
Per class
Build CPU time
0.0039
Build memory
1180568623.1273
F measure
0.6917 ± 0.0298
Per class
Kappa
0.6617 ± 0.0304
KB relative information score
0.7418 ± 0.0186
Mean absolute error
0.0665 ± 0.0033
Mean prior absolute error
0.18
Number of instances
2000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6962 ± 0.0299
Per class
Predictive accuracy
0.6955 ± 0.0273
Prior entropy
3.3219
Recall
0.6955 ± 0.0273
Per class
Relative absolute error
0.3696 ± 0.0181
Root mean prior squared error
0.3
Root mean squared error
0.1976 ± 0.0073
Root relative squared error
0.6586 ± 0.0242
SciMark benchmark
942.4911