Run
303848

Run 303848

Task 94 (Learning Curve) dermatology Uploaded 18-03-2015 by Joaquin Vanschoren
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Flow

weka.NaiveBayes(10)George H. John, Pat Langley: Estimating Continuous Distributions in Bayesian Classifiers. In: Eleventh Conference on Uncertainty in Artificial Intelligence, San Mateo, 338-345, 1995.

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
0.9993 ± 0.0016
Per class
F measure
0.9753 ± 0.0263
Per class
Kappa
0.9689 ± 0.0327
KB relative information score
0.9712 ± 0.0234
Mean absolute error
0.0103 ± 0.0071
Mean prior absolute error
0.2664 ± 0.0004
Number of instances
3660
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9763 ± 0.0225
Per class
Predictive accuracy
0.9751 ± 0.0261
Prior entropy
2.4327 ± 0.0089
Recall
0.9751 ± 0.0261
Per class
Relative absolute error
0.0388 ± 0.0267
Root mean prior squared error
0.3649 ± 0.0006
Root mean squared error
0.073 ± 0.0379
Root relative squared error
0.2 ± 0.104
SciMark benchmark
1340.2843
UserCPU time millis
10
UserCPU time millis testing
10