Run
503382

Run 503382

Task 10080 (Learning Curve) pc1 Uploaded 28-12-2015 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
0.7019 ± 0.1322
Per class
F measure
0.9136 ± 0.0082
Per class
Kappa
0.222 ± 0.1947
KB relative information score
-25.0052 ± 20.8172
Mean absolute error
0.1126 ± 0.0148
Mean prior absolute error
0.1299 ± 0.0037
Number of instances
1109
Per class
OS information
[Sun Microsystems Inc., 1.6.0_37, amd64, Linux, 3.5.0-54-generic]
Precision
0.909 ± 0.0136
Per class
Predictive accuracy
0.9297 ± 0.0056
Prior entropy
0.3667
Recall
0.9297 ± 0.0056
Per class
Relative absolute error
0.867 ± 0.1238
Root mean prior squared error
0.2542 ± 0.0073
Root mean squared error
0.2489 ± 0.0093
Root relative squared error
0.9791 ± 0.0356
SciMark benchmark
1317.3998
UserCPU time millis
90
UserCPU time millis training
90