Run
504136

Run 504136

Task 1742 (Learning Curve) spambase Uploaded 30-12-2015 by Joaquin Vanschoren
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Flow

weka.IBk(7)D. Aha, D. Kibler (1991). Instance-based learning algorithms. Machine Learning. 6:37-66.
weka.IBk(7)_K5
weka.IBk(7)_W0
weka.IBk(7)_Atrue

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
0.9514 ± 0.0091
Per class
F measure
0.9014 ± 0.0106
Per class
Kappa
0.793 ± 0.0222
KB relative information score
3343.6526 ± 8.0445
Mean absolute error
0.1342 ± 0.0081
Mean prior absolute error
0.4776 ± 0.0002
Number of instances
4601
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9015 ± 0.011
Per class
Predictive accuracy
0.9018 ± 0.0106
Prior entropy
0.9674
Recall
0.9018 ± 0.0106
Per class
Relative absolute error
0.2809 ± 0.0169
Root mean prior squared error
0.4886 ± 0.0002
Root mean squared error
0.2764 ± 0.0125
Root relative squared error
0.5657 ± 0.0257
SciMark benchmark
945.1219
UserCPU time millis
6700
UserCPU time millis testing
6700