Run
454269

Run 454269

Task 72 (Learning Curve) breast-cancer Uploaded 02-06-2015 by Joaquin Vanschoren
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Flow

weka.LADTree(4)Geoffrey Holmes, Bernhard Pfahringer, Richard Kirkby, Eibe Frank, Mark Hall: Multiclass alternating decision trees. In: ECML, 161-172, 2001.
weka.LADTree(4)_B10

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
0.6555 ± 0.0962
Per class
F measure
0.683 ± 0.0755
Per class
Kappa
0.2117 ± 0.1757
KB relative information score
0.1126 ± 0.1218
Mean absolute error
0.363 ± 0.043
Mean prior absolute error
0.4183 ± 0.0065
Number of instances
2860
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6788 ± 0.0902
Per class
Predictive accuracy
0.7052 ± 0.0708
Prior entropy
0.8779 ± 0.0199
Recall
0.7052 ± 0.0708
Per class
Relative absolute error
0.8678 ± 0.1003
Root mean prior squared error
0.457 ± 0.0071
Root mean squared error
0.4554 ± 0.044
Root relative squared error
0.9964 ± 0.0936
SciMark benchmark
921.1883
UserCPU time millis
70
UserCPU time millis training
70