Run
54387

Run 54387

Task 1711 (Learning Curve) mfeat-factors 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
0.988 ± 0.0057
Per class
Build CPU time
0.3116
Build memory
925162285.6
F measure
0.971 ± 0.0124
Per class
Kappa
0.9678 ± 0.0138
KB relative information score
0.97 ± 0.0128
Mean absolute error
0.0058 ± 0.0025
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
0.9713 ± 0.0119
Per class
Predictive accuracy
0.971 ± 0.0124
Prior entropy
3.3219
Recall
0.971 ± 0.0124
Per class
Relative absolute error
0.0324 ± 0.014
Root mean prior squared error
0.3
Root mean squared error
0.0754 ± 0.0188
Root relative squared error
0.2514 ± 0.0627
SciMark benchmark
942.4911