Run
303846

Run 303846

Task 71 (Learning Curve) mfeat-factors 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
0.9696 ± 0.0076
Per class
F measure
0.9258 ± 0.0165
Per class
Kappa
0.9174 ± 0.0182
KB relative information score
0.9232 ± 0.0173
Mean absolute error
0.0149 ± 0.0033
Mean prior absolute error
0.18
Number of instances
20000
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9269 ± 0.0154
Per class
Predictive accuracy
0.9257 ± 0.0164
Prior entropy
3.3219
Recall
0.9257 ± 0.0164
Per class
Relative absolute error
0.0827 ± 0.0183
Root mean prior squared error
0.3
Root mean squared error
0.1205 ± 0.0142
Root relative squared error
0.4017 ± 0.0475
SciMark benchmark
1340.2843
UserCPU time millis
1310
UserCPU time millis testing
1250
UserCPU time millis training
60