Run
25570

Run 25570

Task 77 (Learning Curve) mfeat-morphological Uploaded 19-08-2014 by Jan van Rijn
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Flow

weka.IBk(2)D. Aha, D. Kibler (1991). Instance-based learning algorithms. Machine Learning. 6:37-66.
weka.IBk(2)_Atrue
weka.IBk(2)_K1
weka.IBk(2)_W0

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
0.8189 ± 0.0158
Per class
Build CPU time
0.0002
Build memory
5032980964.7055
F measure
0.6551 ± 0.0274
Per class
Kappa
0.6171 ± 0.0312
KB relative information score
0.6481 ± 0.029
Mean absolute error
0.0691 ± 0.0055
Mean prior absolute error
0.18
Number of instances
20000
Per class
OS information
[Oracle Corporation, 1.7.0_55, amd64, Linux, 3.8.0-44-generic]
Precision
0.656 ± 0.0273
Per class
Predictive accuracy
0.6554 ± 0.0281
Prior entropy
3.3219
Recall
0.6554 ± 0.0281
Per class
Relative absolute error
0.3837 ± 0.0304
Root mean prior squared error
0.3
Root mean squared error
0.2575 ± 0.0107
Root relative squared error
0.8583 ± 0.0356
SciMark benchmark
1090.2241[648.4165810027158977.4055725582722534.1999149724016928.92990668640812362.1683597444808]