Run
503588

Run 503588

Task 1742 (Learning Curve) spambase Uploaded 29-12-2015 by Joaquin Vanschoren
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Flow

weka.DecisionTable_BestFirst(6)Ron Kohavi: The Power of Decision Tables. In: 8th European Conference on Machine Learning, 174-189, 1995.
weka.BestFirst(4)_D1
weka.BestFirst(4)_N5
weka.DecisionTable_BestFirst(6)_Sweka.attributeSelection.BestFirst
weka.DecisionTable_BestFirst(6)_X1

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
0.948 ± 0.0155
Per class
F measure
0.9044 ± 0.019
Per class
Kappa
0.7982 ± 0.04
KB relative information score
2785.0538 ± 19.6491
Mean absolute error
0.203 ± 0.0202
Mean prior absolute error
0.4776 ± 0.0002
Number of instances
4601
Per class
OS information
[Oracle Corporation, 1.8.0_65, amd64, Linux, 2.6.32-573.8.1.el6.x86_64]
Precision
0.9068 ± 0.0201
Per class
Predictive accuracy
0.9055 ± 0.0189
Prior entropy
0.9674
Recall
0.9055 ± 0.0189
Per class
Relative absolute error
0.425 ± 0.0424
Root mean prior squared error
0.4886 ± 0.0002
Root mean squared error
0.2934 ± 0.0215
Root relative squared error
0.6004 ± 0.0442
SciMark benchmark
571.0353
UserCPU time millis
6200
UserCPU time millis testing
20
UserCPU time millis training
6180