Run
1811416

Run 1811416

Task 10045 (Learning Curve) AP_Breast_Colon Uploaded 16-08-2016 by Jan van Rijn
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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)_K1
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
0.9357 ± 0.0258
Per class
F measure
0.9365 ± 0.0259
Per class
Kappa
0.8719 ± 0.0522
KB relative information score
547.5908 ± 3.2824
Mean absolute error
0.065 ± 0.0258
Mean prior absolute error
0.4958 ± 0.0008
Number of instances
630
Per class
OS information
[Oracle Corporation, 1.8.0_91, amd64, Linux, 3.10.0-327.22.2.el7.x86_64]
Precision
0.9365 ± 0.0259
Per class
Predictive accuracy
0.9365 ± 0.0259
Prior entropy
0.9939
Recall
0.9365 ± 0.0259
Per class
Relative absolute error
0.1312 ± 0.0521
Root mean prior squared error
0.4979 ± 0.0008
Root mean squared error
0.2515 ± 0.0584
Root relative squared error
0.5052 ± 0.1173
SciMark benchmark
1399.4403
UserCPU time millis
20470
UserCPU time millis testing
20470