Run
503967

Run 503967

Task 10065 (Learning Curve) letter-challenge-labeled.arff Uploaded 29-12-2015 by Joaquin Vanschoren
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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
0.9443 ± 0.0104
Per class
F measure
0.944 ± 0.0069
Per class
Kappa
0.8585 ± 0.0176
KB relative information score
16406.2201 ± 45.588
Mean absolute error
0.07 ± 0.0097
Mean prior absolute error
0.3968 ± 0.0001
Number of instances
20000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9439 ± 0.0069
Per class
Predictive accuracy
0.9442 ± 0.0069
Prior entropy
0.8456
Recall
0.9442 ± 0.0069
Per class
Relative absolute error
0.1765 ± 0.0243
Root mean prior squared error
0.4454 ± 0.0001
Root mean squared error
0.2235 ± 0.0141
Root relative squared error
0.5017 ± 0.0315
SciMark benchmark
945.1219
UserCPU time millis
8940
UserCPU time millis testing
20
UserCPU time millis training
8920