DEVELOPMENT... OpenML
Run
201056

Run 201056

Task 2372 (Supervised Classification) lung-cancer Uploaded 27-02-2015 by Jason
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Flow

weka.IBk(4)D. Aha, D. Kibler (1991). Instance-based learning algorithms. Machine Learning. 6:37-66.
weka.IBk(4)_K3
weka.IBk(4)_W0
weka.IBk(4)_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
0.6928
Per class
F measure
0.4766
Per class
Kappa
0.2727
KB relative information score
8.4891
Mean absolute error
0.3614
Mean prior absolute error
0.4393
Number of instances
32
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.5521
Per class
Predictive accuracy
0.5
Prior entropy
1.57
Recall
0.5
Per class
Relative absolute error
0.8226
Root mean prior squared error
0.4684
Root mean squared error
0.467
Root relative squared error
0.9969
SciMark benchmark
1335.643