Run
502947

Run 502947

Task 10056 (Learning Curve) kdd_internet_usage Uploaded 22-12-2015 by Jan van Rijn
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Flow

weka.A1DEUpdateable(1)G. Webb, J. Boughton, Z. Wang (2005). Not So Naive Bayes: Aggregating One-Dependence Estimators. Machine Learning. 58(1):5-24.
weka.A1DEUpdateable(1)_F1
weka.A1DEUpdateable(1)_M1.0

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
0.9283 ± 0.008
Per class
F measure
0.8675 ± 0.0096
Per class
Kappa
0.6695 ± 0.0241
KB relative information score
6007.7323 ± 23.6426
Mean absolute error
0.1482 ± 0.0078
Mean prior absolute error
0.3929 ± 0.0002
Number of instances
10108
Per class
OS information
[Sun Microsystems Inc., 1.6.0_37, amd64, Linux, 3.5.0-54-generic]
Precision
0.8718 ± 0.0097
Per class
Predictive accuracy
0.8653 ± 0.0098
Prior entropy
0.8395
Recall
0.8653 ± 0.0098
Per class
Relative absolute error
0.3771 ± 0.0198
Root mean prior squared error
0.4432 ± 0.0002
Root mean squared error
0.3235 ± 0.0122
Root relative squared error
0.7299 ± 0.0275
SciMark benchmark
1407.8606
UserCPU time millis
380
UserCPU time millis testing
310
UserCPU time millis training
70