Run
503968

Run 503968

Task 10056 (Learning Curve) kdd_internet_usage Uploaded 29-12-2015 by Jan van Rijn
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Flow

weka.BFTree(4)Haijian Shi (2007). Best-first decision tree learning. Hamilton, NZ. Jerome Friedman, Trevor Hastie, Robert Tibshirani (2000). Additive logistic regression : A statistical view of boosting. Annals of statistics. 28(2):337-407.
weka.BFTree(4)_PPOSTPRUNED
weka.BFTree(4)_M2
weka.BFTree(4)_N5
weka.BFTree(4)_Ctrue
weka.BFTree(4)_S1

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
0.8457 ± 0.0162
Per class
F measure
0.8833 ± 0.008
Per class
Kappa
0.6996 ± 0.021
KB relative information score
5386.6641 ± 23.7636
Mean absolute error
0.1939 ± 0.0092
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
0.8828 ± 0.0079
Per class
Predictive accuracy
0.8848 ± 0.0079
Prior entropy
0.8395
Recall
0.8848 ± 0.0079
Per class
Relative absolute error
0.4935 ± 0.0233
Root mean prior squared error
0.4432 ± 0.0002
Root mean squared error
0.3143 ± 0.01
Root relative squared error
0.709 ± 0.0225
SciMark benchmark
1334.0857
UserCPU time millis
31030
UserCPU time millis testing
10
UserCPU time millis training
31020