Run
454301

Run 454301

Task 88 (Learning Curve) credit-approval 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
0.9257 ± 0.0308
Per class
F measure
0.8487 ± 0.0416
Per class
Kappa
0.6935 ± 0.0841
KB relative information score
0.6214 ± 0.0618
Mean absolute error
0.196 ± 0.0289
Mean prior absolute error
0.494 ± 0.0007
Number of instances
6900
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8486 ± 0.0417
Per class
Predictive accuracy
0.8487 ± 0.0414
Prior entropy
0.9912 ± 0.0021
Recall
0.8487 ± 0.0414
Per class
Relative absolute error
0.3969 ± 0.0585
Root mean prior squared error
0.497 ± 0.0007
Root mean squared error
0.3254 ± 0.0376
Root relative squared error
0.6547 ± 0.0756
SciMark benchmark
937.6875
UserCPU time millis
210
UserCPU time millis testing
10
UserCPU time millis training
200