Run
504202

Run 504202

Task 10084 (Learning Curve) profb 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
0.4386 ± 0.075
Per class
F measure
0.516 ± 0.0364
Per class
Kappa
-0.1139 ± 0.0804
KB relative information score
-88.8949 ± 5.414
Mean absolute error
0.4759 ± 0.029
Mean prior absolute error
0.4446 ± 0.0026
Number of instances
672
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5031 ± 0.0365
Per class
Predictive accuracy
0.5342 ± 0.043
Prior entropy
0.9188
Recall
0.5342 ± 0.043
Per class
Relative absolute error
1.0704 ± 0.0679
Root mean prior squared error
0.4714 ± 0.0027
Root mean squared error
0.5284 ± 0.0259
Root relative squared error
1.1208 ± 0.0571
SciMark benchmark
914.23
UserCPU time millis
150
UserCPU time millis testing
150