DEVELOPMENT... OpenML
Run
201951

Run 201951

Task 4515 (Supervised Classification) arsenic-male-bladder 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
0.8021
Per class
F measure
0.9748
Per class
Kappa
0.6626
KB relative information score
525.1767
Mean absolute error
0.0367
Mean prior absolute error
0.0837
Number of instances
5590
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.976
Per class
Predictive accuracy
0.9775
Prior entropy
0.2628
Recall
0.9775
Per class
Relative absolute error
0.4385
Root mean prior squared error
0.2027
Root mean squared error
0.1552
Root relative squared error
0.7657
SciMark benchmark
1384.4418
UserCPU time millis
20
UserCPU time millis testing
20