Run
478223

Run 478223

Task 10056 (Learning Curve) kdd_internet_usage Uploaded 30-11-2015 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
0.8224 ± 0.0157
Per class
F measure
0.8217 ± 0.0098
Per class
Kappa
0.5336 ± 0.0276
KB relative information score
4951.3806 ± 24.0991
Mean absolute error
0.1847 ± 0.0085
Mean prior absolute error
0.3929 ± 0.0002
Number of instances
10108
Per class
OS information
[Sun Microsystems Inc., 1.6.0_36, amd64, Linux, 3.5.0-54-generic]
Precision
0.821 ± 0.0096
Per class
Predictive accuracy
0.828 ± 0.0086
Prior entropy
0.8395
Recall
0.828 ± 0.0086
Per class
Relative absolute error
0.47 ± 0.0216
Root mean prior squared error
0.4432 ± 0.0002
Root mean squared error
0.39 ± 0.0109
Root relative squared error
0.88 ± 0.0246
SciMark benchmark
1801.8585
UserCPU time millis
37070
UserCPU time millis testing
37070